| | --- |
| | 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. |
