Datasets:
Tasks:
Token Classification
Sub-tasks:
word-sense-disambiguation
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
crowdsourced
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - word-sense-disambiguation | |
| paperswithcode_id: definite-pronoun-resolution-dataset | |
| pretty_name: Definite Pronoun Resolution Dataset | |
| dataset_info: | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: pronoun | |
| dtype: string | |
| - name: candidates | |
| sequence: string | |
| length: 2 | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: '0' | |
| 1: '1' | |
| config_name: plain_text | |
| splits: | |
| - name: test | |
| num_bytes: 71691 | |
| num_examples: 564 | |
| - name: train | |
| num_bytes: 171511 | |
| num_examples: 1322 | |
| download_size: 227452 | |
| dataset_size: 243202 | |
| # Dataset Card for "definite_pronoun_resolution" | |
| ## 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:** 0.22 MB | |
| - **Size of the generated dataset:** 0.23 MB | |
| - **Total amount of disk used:** 0.45 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:** 0.22 MB | |
| - **Size of the generated dataset:** 0.23 MB | |
| - **Total amount of disk used:** 0.45 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| | |
| ## 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 | |
| ``` | |
| @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. |