Tài liệu tham khảo:
af_afribooms
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/af_afribooms')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 425 |
'train' | 1315 |
'validation' | 194 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"head": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"deps": {
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"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
akk_pisandub
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/akk_pisandub')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 101 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
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"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
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"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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},
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"id": null,
"_type": "Sequence"
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"head": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
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"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
}
}
akk_riao
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/akk_riao')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1804 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
aqz_tudet
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/aqz_tudet')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 24 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
sq_tsa
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/sq_tsa')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 60 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
am_att
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/am_att')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1074 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
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"_type": "Sequence"
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"deprel": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
grc_perseus
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/grc_perseus')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1306 |
'train' | 11476 |
'validation' | 1137 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
grc_proiel
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/grc_proiel')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1047 |
'train' | 15014 |
'validation' | 1019 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"deprel": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
apu_ufpa
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/apu_ufpa')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 76 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ar_nyuad
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ar_nyuad')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1963 |
'train' | 15789 |
'validation' | 1986 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ar_padt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ar_padt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 680 |
'train' | 6075 |
'validation' | 909 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ar_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ar_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
hy_armtdp
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/hy_armtdp')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 278 |
'train' | 1975 |
'validation' | 249 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
aii_as
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/aii_as')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 57 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
bm_crb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/bm_crb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1026 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
eu_bdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/eu_bdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1799 |
'train' | 5396 |
'validation' | 1798 |
- Đặc trưng :
{
"idx": {
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"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
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"id": null,
"_type": "Sequence"
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"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
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"feature": {
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"length": -1,
"id": null,
"_type": "Sequence"
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}
be_hse
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/be_hse')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 889 |
'train' | 21555 |
'validation' | 1090 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
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"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
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"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
bho_bhtb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/bho_bhtb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 357 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
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"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
br_keb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/br_keb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 888 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
bg_btb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/bg_btb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1116 |
'train' | 8907 |
'validation' | 1115 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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}
bxr_bdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/bxr_bdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 908 |
'train' | 19 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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}
yue_hk
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/yue_hk')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1004 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ca_ancora
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ca_ancora')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1846 |
'train' | 13123 |
'validation' | 1709 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
zh_cfl
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/zh_cfl')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 451 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
zh_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/zh_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 500 |
'train' | 3997 |
'validation' | 500 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
zh_gsdsimp
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/zh_gsdsimp')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 500 |
'train' | 3997 |
'validation' | 500 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
zh_hk
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/zh_hk')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1004 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
zh_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/zh_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ckt_hse
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ckt_hse')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1004 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
lzh_kyoto
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/lzh_kyoto')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 4469 |
'train' | 38669 |
'validation' | 5296 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cop_scriptorium
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cop_scriptorium')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 403 |
'train' | 1089 |
'validation' | 381 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
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"_type": "Sequence"
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
giờ_set
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/hr_set')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1136 |
'train' | 6914 |
'validation' | 960 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cs_cac
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cs_cac')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 628 |
'train' | 23478 |
'validation' | 603 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cs_cltt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cs_cltt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 136 |
'train' | 860 |
'validation' | 129 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cs_fictree
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cs_fictree')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1291 |
'train' | 10160 |
'validation' | 1309 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cs_pdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cs_pdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 10148 |
'train' | 68495 |
'validation' | 9270 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
cs_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/cs_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
da_ddt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/da_ddt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 565 |
'train' | 4383 |
'validation' | 564 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
nl_alpino
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/nl_alpino')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 596 |
'train' | 12264 |
'validation' | 718 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
nl_lassysmall
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/nl_lassysmall')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 875 |
'train' | 5787 |
'validation' | 676 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_esl
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_esl')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 500 |
'train' | 4124 |
'validation' | 500 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_ewt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_ewt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2077 |
'train' | 12543 |
'validation' | 2002 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_kẹo cao su
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_gum')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 890 |
'train' | 4287 |
'validation' | 784 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_gumreddit
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_gumreddit')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 158 |
'train' | 587 |
'validation' | 150 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_lines
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_lines')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1035 |
'train' | 3176 |
'validation' | 1032 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_partut
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_partut')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 153 |
'train' | 1781 |
'validation' | 156 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_đại từ
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_pronouns')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 285 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
en_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/en_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
myv_jr
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/myv_jr')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1690 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
et_edt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/et_edt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 3214 |
'train' | 24633 |
'validation' | 3125 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
et_ewt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/et_ewt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 913 |
'train' | 2837 |
'validation' | 743 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fo_farpahc
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fo_farpahc')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 301 |
'train' | 1020 |
'validation' | 300 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fo_oft
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fo_oft')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1208 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fi_ftb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fi_ftb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1867 |
'train' | 14981 |
'validation' | 1875 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"deprel": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fi_ood
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fi_ood')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2122 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fi_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fi_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fi_tdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fi_tdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1555 |
'train' | 12217 |
'validation' | 1364 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_fqb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_fqb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2289 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_ftb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_ftb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2541 |
'train' | 14759 |
'validation' | 1235 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 416 |
'train' | 14449 |
'validation' | 1476 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_partut
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_partut')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 110 |
'train' | 803 |
'validation' | 107 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_sequoia
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_sequoia')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 456 |
'train' | 2231 |
'validation' | 412 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
fr_spoken
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/fr_spoken')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 730 |
'train' | 1167 |
'validation' | 909 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
gl_ctg
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/gl_ctg')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 861 |
'train' | 2272 |
'validation' | 860 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
gl_treegal
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/gl_treegal')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 400 |
'train' | 600 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
de_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/de_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 977 |
'train' | 13814 |
'validation' | 799 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
de_hdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/de_hdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 18459 |
'train' | 153035 |
'validation' | 18434 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
de_lit
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/de_lit')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1922 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
de_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/de_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
got_proiel
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/got_proiel')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1029 |
'train' | 3387 |
'validation' | 985 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
el_gdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/el_gdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 456 |
'train' | 1662 |
'validation' | 403 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
he_htb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/he_htb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 491 |
'train' | 5241 |
'validation' | 484 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
qhe_hiencs
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/qhe_hiencs')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 225 |
'train' | 1448 |
'validation' | 225 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
xin chào_hdtb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/hi_hdtb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1684 |
'train' | 13304 |
'validation' | 1659 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
chào_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/hi_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
hu_szeged
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/hu_szeged')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 449 |
'train' | 910 |
'validation' | 441 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
is_icepahc
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/is_icepahc')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 5157 |
'train' | 34007 |
'validation' | 4865 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
is_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/is_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
id_cui
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/id_csui')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 374 |
'train' | 656 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
id_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/id_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 557 |
'train' | 4477 |
'validation' | 559 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
id_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/id_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ga_idt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ga_idt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 454 |
'train' | 4005 |
'validation' | 451 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
it_isdt
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_isdt')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 482 |
'train' | 13121 |
'validation' | 564 |
- Đặc trưng :
{
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"id": null,
"_type": "Value"
},
"text": {
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"id": null,
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"id": null,
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"lemmas": {
"feature": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
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"names": [
"NOUN",
"PUNCT",
"ADP",
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"SYM",
"SCONJ",
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"length": -1,
"id": null,
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}
it_partut
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_partut')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 153 |
'train' | 1781 |
'validation' | 156 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
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"id": null,
"_type": "Sequence"
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"_type": "Value"
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"id": null,
"_type": "Sequence"
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"feats": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"id": null,
"_type": "Sequence"
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"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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}
it_postwita
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_postwita')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 674 |
'train' | 5368 |
'validation' | 671 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
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"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"dtype": "string",
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"_type": "Value"
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"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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}
it_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
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"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
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"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
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"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
}
}
it_twittiro
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_twittiro')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 142 |
'train' | 1138 |
'validation' | 144 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
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"id": null,
"_type": "Sequence"
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"xpos": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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}
it_vit
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/it_vit')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1067 |
'train' | 8277 |
'validation' | 743 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"xpos": {
"feature": {
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"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"feats": {
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
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"head": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
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"misc": {
"feature": {
"dtype": "string",
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"_type": "Value"
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"length": -1,
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}
ja_bccwj
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ja_bccwj')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 7871 |
'train' | 40740 |
'validation' | 8417 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ja_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ja_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 543 |
'train' | 7027 |
'validation' | 501 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
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"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
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},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
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"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ja_hiện đại
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ja_modern')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 822 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ja_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ja_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
krl_kkpp
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/krl_kkpp')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 228 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kk_ktb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/kk_ktb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1047 |
'train' | 31 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kfm_aha
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/kfm_aha')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 10 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
koi_uh
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/koi_uh')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 81 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kpv_ikdp
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/kpv_ikdp')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 132 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kpv_lattice
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/kpv_lattice')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 435 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ko_gsd
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ko_gsd')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 989 |
'train' | 4400 |
'validation' | 950 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ko_kaist
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ko_kaist')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2287 |
'train' | 23010 |
'validation' | 2066 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ko_pud
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/ko_pud')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
kmr_mg
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/kmr_mg')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 734 |
'train' | 20 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lemmas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"upos": {
"feature": {
"num_classes": 18,
"names": [
"NOUN",
"PUNCT",
"ADP",
"NUM",
"SYM",
"SCONJ",
"ADJ",
"PART",
"DET",
"CCONJ",
"PROPN",
"PRON",
"X",
"_",
"ADV",
"INTJ",
"VERB",
"AUX"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"xpos": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feats": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"head": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deprel": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"deps": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"misc": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
la_ittb
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:universal_dependencies/la_ittb')
- Sự miêu tả :
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 2.7.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 2101 |
'train' | 22775 |
'validation' | 2101 |
- Đặc trưng :
{
"idx": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tex