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| license: unknown |
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| # "definite_pronoun_resolution" (dpr) |
|
|
| ## 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://www.hlt.utdallas.edu/~vince/data/emnlp12/](https://www.hlt.utdallas.edu/~vince/data/emnlp12/) |
| - **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:** 0.23 MB |
| - **Size of the generated dataset:** 0.24 MB |
| - **Total amount of disk used:** 0.47 MB |
|
|
| ### Dataset Summary |
|
|
| Composed by 30 students from one of the author's undergraduate classes. These |
| sentence pairs cover topics ranging from real events (e.g., Iran's plan to |
| attack the Saudi ambassador to the U.S.) to events/characters in movies (e.g., |
| Batman) and purely imaginary situations, largely reflecting the pop culture as |
| perceived by the American kids born in the early 90s. Each annotated example |
| spans four lines: the first line contains the sentence, the second line contains |
| the target pronoun, the third line contains the two candidate antecedents, and |
| the fourth line contains the correct antecedent. If the target pronoun appears |
| more than once in the sentence, its first occurrence is the one to be resolved. |
|
|
| ### 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 |
|
|
| #### plain_text |
| |
| - **Size of downloaded dataset files:** 0.23 MB |
| - **Size of the generated dataset:** 0.24 MB |
| - **Total amount of disk used:** 0.47 MB |
| |
| An example of 'train' looks as follows. |
| ``` |
| { |
| "candidates": ["coreference resolution", "chunking"], |
| "label": 0, |
| "pronoun": "it", |
| "sentence": "There is currently more work on coreference resolution than on chunking because it is a problem that is still far from being solved." |
| } |
| ``` |
| |
| ### Data Fields |
| |
| The data fields are the same among all splits. |
| |
| #### plain_text |
| - `sentence`: a `string` feature. |
| - `pronoun`: a `string` feature. |
| - `candidates`: a `list` of `string` features. |
| - `label`: a classification label, with possible values including `0` (0), `1` (1). |
|
|
| ### Data Splits |
|
|
| | name |train|test| |
| |----------|----:|---:| |
| |plain_text| 1322| 564| |
| |
| ### Citation Information |
| |
| """Please acknowledge your use of this dataset by citing the following paper""" |
| |
| ``` |
| @inproceedings{rahman2012resolving, |
| title={Resolving complex cases of definite pronouns: the winograd schema challenge}, |
| author={Rahman, Altaf and Ng, Vincent}, |
| booktitle={Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning}, |
| pages={777--789}, |
| year={2012}, |
| organization={Association for Computational Linguistics} |
| } |
| ``` |
| |
| ### Contributions |
| |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |
