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README.md
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---
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license: apache-2.0
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---
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# Dataset Card for "gap"
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## Dataset Description
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- **Homepage:** [https://github.com/google-research-datasets/gap-coreference](https://github.com/google-research-datasets/gap-coreference)
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Paper:** [Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns](https://arxiv.org/abs/1810.05201)
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- **Point of Contact:** [[email protected]](mailto:[email protected])
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- **Size of downloaded dataset files:** 2.40 MB
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- **Size of the generated dataset:** 2.43 MB
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- **Total amount of disk used:** 4.83 MB
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### Dataset Summary
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GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of
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(ambiguous pronoun, antecedent name), sampled from Wikipedia and released by
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Google AI Language for the evaluation of coreference resolution in practical
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applications.
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## Dataset Structure
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### Data Instances
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#### default
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- **Size of downloaded dataset files:** 2.40 MB
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- **Size of the generated dataset:** 2.43 MB
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- **Total amount of disk used:** 4.83 MB
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An example of 'validation' looks as follows.
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```
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{
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"A": "aliquam ultrices sagittis",
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"A-coref": false,
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"A-offset": 208,
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"B": "elementum curabitur vitae",
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"B-coref": false,
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"B-offset": 435,
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"ID": "validation-1",
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"Pronoun": "condimentum mattis pellentesque",
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"Pronoun-offset": 948,
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"Text": "Lorem ipsum dolor",
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"URL": "sem fringilla ut"
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}
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```
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### Data Fields
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The data fields are the same among all splits.
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#### default
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- `ID`: a `string` feature.
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- `Text`: a `string` feature.
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- `Pronoun`: a `string` feature.
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- `Pronoun-offset`: a `int32` feature.
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- `A`: a `string` feature.
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- `A-offset`: a `int32` feature.
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- `A-coref`: a `bool` feature.
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- `B`: a `string` feature.
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- `B-offset`: a `int32` feature.
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- `B-coref`: a `bool` feature.
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- `URL`: a `string` feature.
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### Data Splits
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| name |train|validation|test|
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|-------|----:|---------:|---:|
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|default| 2000| 454|2000|
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### Citation Information
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```
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@article{webster-etal-2018-mind,
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title = "Mind the {GAP}: A Balanced Corpus of Gendered Ambiguous Pronouns",
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author = "Webster, Kellie and
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Recasens, Marta and
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Axelrod, Vera and
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Baldridge, Jason",
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journal = "Transactions of the Association for Computational Linguistics",
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volume = "6",
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year = "2018",
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address = "Cambridge, MA",
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publisher = "MIT Press",
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url = "https://aclanthology.org/Q18-1042",
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doi = "10.1162/tacl_a_00240",
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pages = "605--617",
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}
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```
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### Contributions
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Modified from dataset added by [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@otakumesi](https://github.com/otakumesi), [@lewtun](https://github.com/lewtun)
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