Datasets:
Tasks:
Token Classification
Sub-tasks:
coreference-resolution
Languages:
English
Size:
1K<n<10K
ArXiv:
License:
languages: | |
- en | |
paperswithcode_id: gap | |
pretty_name: GAP Benchmark Suite | |
# 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:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Size of downloaded dataset files:** 2.29 MB | |
- **Size of the generated dataset:** 2.32 MB | |
- **Total amount of disk used:** 4.61 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 | |
We show detailed information for up to 5 configurations of the dataset. | |
### Data Instances | |
#### default | |
- **Size of downloaded dataset files:** 2.29 MB | |
- **Size of the generated dataset:** 2.32 MB | |
- **Total amount of disk used:** 4.61 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{DBLP:journals/corr/abs-1810-05201, | |
author = {Kellie Webster and | |
Marta Recasens and | |
Vera Axelrod and | |
Jason Baldridge}, | |
title = {Mind the {GAP:} {A} Balanced Corpus of Gendered Ambiguous Pronouns}, | |
journal = {CoRR}, | |
volume = {abs/1810.05201}, | |
year = {2018}, | |
url = {http://arxiv.org/abs/1810.05201}, | |
archivePrefix = {arXiv}, | |
eprint = {1810.05201}, | |
timestamp = {Tue, 30 Oct 2018 20:39:56 +0100}, | |
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1810-05201}, | |
bibsource = {dblp computer science bibliography, https://dblp.org} | |
} | |
``` | |
### 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. | |