metadata

license: apache-2.0

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

name	train	validation	test
default	2000	454	2000

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