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--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
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- crowdsourced |
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language: |
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- en |
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license: |
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- unknown |
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multilinguality: |
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- monolingual |
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size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- original |
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task_categories: |
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- token-classification |
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task_ids: |
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- word-sense-disambiguation |
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paperswithcode_id: definite-pronoun-resolution-dataset |
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pretty_name: Definite Pronoun Resolution Dataset |
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dataset_info: |
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features: |
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- name: sentence |
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dtype: string |
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- name: pronoun |
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dtype: string |
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- name: candidates |
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sequence: string |
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length: 2 |
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- name: label |
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dtype: |
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class_label: |
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names: |
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'0': '0' |
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'1': '1' |
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config_name: plain_text |
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splits: |
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- name: test |
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num_bytes: 71691 |
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num_examples: 564 |
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- name: train |
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num_bytes: 171511 |
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num_examples: 1322 |
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download_size: 227452 |
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dataset_size: 243202 |
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--- |
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# Dataset Card for "definite_pronoun_resolution" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [https://www.hlt.utdallas.edu/~vince/data/emnlp12/](https://www.hlt.utdallas.edu/~vince/data/emnlp12/) |
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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:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Size of downloaded dataset files:** 0.23 MB |
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- **Size of the generated dataset:** 0.24 MB |
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- **Total amount of disk used:** 0.47 MB |
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### Dataset Summary |
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Composed by 30 students from one of the author's undergraduate classes. These |
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sentence pairs cover topics ranging from real events (e.g., Iran's plan to |
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attack the Saudi ambassador to the U.S.) to events/characters in movies (e.g., |
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Batman) and purely imaginary situations, largely reflecting the pop culture as |
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perceived by the American kids born in the early 90s. Each annotated example |
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spans four lines: the first line contains the sentence, the second line contains |
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the target pronoun, the third line contains the two candidate antecedents, and |
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the fourth line contains the correct antecedent. If the target pronoun appears |
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more than once in the sentence, its first occurrence is the one to be resolved. |
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### Supported Tasks and Leaderboards |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Languages |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Dataset Structure |
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### Data Instances |
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#### plain_text |
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|
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- **Size of downloaded dataset files:** 0.23 MB |
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- **Size of the generated dataset:** 0.24 MB |
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- **Total amount of disk used:** 0.47 MB |
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An example of 'train' looks as follows. |
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``` |
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{ |
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"candidates": ["coreference resolution", "chunking"], |
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"label": 0, |
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"pronoun": "it", |
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"sentence": "There is currently more work on coreference resolution than on chunking because it is a problem that is still far from being solved." |
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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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#### plain_text |
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- `sentence`: a `string` feature. |
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- `pronoun`: a `string` feature. |
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- `candidates`: a `list` of `string` features. |
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- `label`: a classification label, with possible values including `0` (0), `1` (1). |
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### Data Splits |
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| name |train|test| |
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|----------|----:|---:| |
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|plain_text| 1322| 564| |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Source Data |
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#### Initial Data Collection and Normalization |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Discussion of Biases |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Other Known Limitations |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Licensing Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Citation Information |
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``` |
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@inproceedings{rahman2012resolving, |
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title={Resolving complex cases of definite pronouns: the winograd schema challenge}, |
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author={Rahman, Altaf and Ng, Vincent}, |
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booktitle={Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning}, |
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pages={777--789}, |
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year={2012}, |
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organization={Association for Computational Linguistics} |
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} |
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``` |
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### Contributions |
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|
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Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |
