coref-data/gap_raw

Dataset Card for "gap"

Dataset Description

• —Homepage: https://github.com/google-research-datasets/gap-coreference
• —Repository: More Information Needed
• —Paper: Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns
• —Point of Contact: gap-coreference@google.com
• —Size of downloaded dataset files: 2.40 MB
• —Size of the generated dataset: 2.43 MB
• —Total amount of disk used: 4.83 MB

Dataset Summary

GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of (ambiguous pronoun, antecedent name), sampled from Wikipedia and released by Google AI Language for the evaluation of coreference resolution in practical applications.

Dataset Structure

Data Instances

default

• —Size of downloaded dataset files: 2.40 MB
• —Size of the generated dataset: 2.43 MB
• —Total amount of disk used: 4.83 MB

An example of 'validation' looks as follows.

{
    "A": "aliquam ultrices sagittis",
    "A-coref": false,
    "A-offset": 208,
    "B": "elementum curabitur vitae",
    "B-coref": false,
    "B-offset": 435,
    "ID": "validation-1",
    "Pronoun": "condimentum mattis pellentesque",
    "Pronoun-offset": 948,
    "Text": "Lorem ipsum dolor",
    "URL": "sem fringilla ut"
}

Data Fields

The data fields are the same among all splits.

default

• —ID: a string feature.
• —Text: a string feature.
• —Pronoun: a string feature.
• —Pronoun-offset: a int32 feature.
• —A: a string feature.
• —A-offset: a int32 feature.
• —A-coref: a bool feature.
• —B: a string feature.
• —B-offset: a int32 feature.
• —B-coref: a bool feature.
• —URL: a string feature.

Data Splits

Citation Information

@article{webster-etal-2018-mind,
    title = "Mind the {GAP}: A Balanced Corpus of Gendered Ambiguous Pronouns",
    author = "Webster, Kellie  and
      Recasens, Marta  and
      Axelrod, Vera  and
      Baldridge, Jason",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "6",
    year = "2018",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://aclanthology.org/Q18-1042",
    doi = "10.1162/tacl_a_00240",
    pages = "605--617",
}

Contributions

Modified from dataset added by @thomwolf, @patrickvonplaten, @otakumesi, @lewtun