Datasets:
Tasks:
Token Classification
Sub-tasks:
coreference-resolution
Languages:
English
Size:
1K<n<10K
ArXiv:
License:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
b458d55
| annotations_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| pretty_name: GAP Benchmark Suite | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - coreference-resolution | |
| paperswithcode_id: gap | |
| dataset_info: | |
| features: | |
| - name: ID | |
| dtype: string | |
| - name: Text | |
| dtype: string | |
| - name: Pronoun | |
| dtype: string | |
| - name: Pronoun-offset | |
| dtype: int32 | |
| - name: A | |
| dtype: string | |
| - name: A-offset | |
| dtype: int32 | |
| - name: A-coref | |
| dtype: bool | |
| - name: B | |
| dtype: string | |
| - name: B-offset | |
| dtype: int32 | |
| - name: B-coref | |
| dtype: bool | |
| - name: URL | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 1095623 | |
| num_examples: 2000 | |
| - name: validation | |
| num_bytes: 248329 | |
| num_examples: 454 | |
| - name: test | |
| num_bytes: 1090462 | |
| num_examples: 2000 | |
| download_size: 2401971 | |
| dataset_size: 2434414 | |
| # Dataset Card for "gap" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** [https://github.com/google-research-datasets/gap-coreference](https://github.com/google-research-datasets/gap-coreference) | |
| - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Paper:** [Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns](https://arxiv.org/abs/1810.05201) | |
| - **Point of Contact:** [gap-coreference@google.com](mailto: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. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## 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| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### 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 | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@otakumesi](https://github.com/otakumesi), [@lewtun](https://github.com/lewtun) for adding this dataset. |