Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
word-sense-disambiguation
Languages:
English
Size:
1K - 10K
License:
Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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---
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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](#supported-tasks)
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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 Sample Size](#data-splits-sample-size)
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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](#dataset-description)
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- **Homepage:** [http://www.hlt.utdallas.edu/~vince/data/emnlp12/](http://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:** 0.22 MB
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- **Size of the generated dataset:** 0.23 MB
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- **Total amount of disk used:** 0.45 MB
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### [Dataset Summary](#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](#supported-tasks)
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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](#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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## [Dataset Structure](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### plain_text
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- **Size of downloaded dataset files:** 0.22 MB
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- **Size of the generated dataset:** 0.23 MB
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- **Total amount of disk used:** 0.45 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](#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 Sample Size](#data-splits-sample-size)
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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](#dataset-creation)
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### [Curation Rationale](#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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### [Source Data](#source-data)
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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](#annotations)
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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](#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](#considerations-for-using-the-data)
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### [Social Impact of Dataset](#social-impact-of-dataset)
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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](#discussion-of-biases)
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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](#other-known-limitations)
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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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## [Additional Information](#additional-information)
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### [Dataset Curators](#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](#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](#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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Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.
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