germeval_14

Referencias:

germeval_14

Utilice el siguiente comando para cargar este conjunto de datos en TFDS:

ds = tfds.load('huggingface:germeval_14/germeval_14')
  • Descripción :
The GermEval 2014 NER Shared Task builds on a new dataset with German Named Entity annotation with the following properties:    - The data was sampled from German Wikipedia and News Corpora as a collection of citations.    - The dataset covers over 31,000 sentences corresponding to over 590,000 tokens.    - The NER annotation uses the NoSta-D guidelines, which extend the Tübingen Treebank guidelines,      using four main NER categories with sub-structure, and annotating embeddings among NEs      such as [ORG FC Kickers [LOC Darmstadt]].
  • Licencia : Ninguna licencia conocida
  • Versión : 2.0.0
  • Divisiones :
Dividir Ejemplos
'test' 5100
'train' 24000
'validation' 2200
  • Características :
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        "id": null,
        "_type": "Value"
    },
    "source": {
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    "tokens": {
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        "length": -1,
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    },
    "ner_tags": {
        "feature": {
            "num_classes": 25,
            "names": [
                "O",
                "B-LOC",
                "I-LOC",
                "B-LOCderiv",
                "I-LOCderiv",
                "B-LOCpart",
                "I-LOCpart",
                "B-ORG",
                "I-ORG",
                "B-ORGderiv",
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                "B-ORGpart",
                "I-ORGpart",
                "B-OTH",
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                "I-OTHpart",
                "B-PER",
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                "B-PERderiv",
                "I-PERderiv",
                "B-PERpart",
                "I-PERpart"
            ],
            "names_file": null,
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            "_type": "ClassLabel"
        },
        "length": -1,
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    },
    "nested_ner_tags": {
        "feature": {
            "num_classes": 25,
            "names": [
                "O",
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                "B-LOCderiv",
                "I-LOCderiv",
                "B-LOCpart",
                "I-LOCpart",
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                "I-ORGderiv",
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            ],
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        },
        "length": -1,
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    }
}