References:
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:sent_comp')
- Description:
Large corpus of uncompressed and compressed sentences from news articles.
- License: No known license
- Version: 0.0.0
- Splits:
| Split | Examples |
|---|---|
'train' |
200000 |
'validation' |
10000 |
- Features:
{
"graph": {
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"node": {
"feature": {
"form": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"mid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"word": {
"feature": {
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"form": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"stem": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tag": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"gender": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"head_word_index": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"edge": {
"feature": {
"parent_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"child_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"label": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"entity_mention": {
"feature": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"head": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"mid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"is_proper_name_entity": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"gender": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"compression": {
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"edge": {
"feature": {
"parent_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"child_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"headline": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"compression_ratio": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"doc_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"source_tree": {
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"node": {
"feature": {
"form": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"mid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"word": {
"feature": {
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"form": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"stem": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tag": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"gender": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"head_word_index": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"edge": {
"feature": {
"parent_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"child_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"label": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"entity_mention": {
"feature": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"head": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"mid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"is_proper_name_entity": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"gender": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"compression_untransformed": {
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"edge": {
"feature": {
"parent_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"child_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
}