Datasets:
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 "scicite"
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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:** [https://github.com/allenai/scicite](https://github.com/allenai/scicite)
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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:** 22.12 MB
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- **Size of the generated dataset:** 4.91 MB
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- **Total amount of disk used:** 27.02 MB
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### [Dataset Summary](#dataset-summary)
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This is a dataset for classifying citation intents in academic papers.
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The main citation intent label for each Json object is specified with the label
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key while the citation context is specified in with a context key. Example:
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{
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'string': 'In chacma baboons, male-infant relationships can be linked to both
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formation of friendships and paternity success [30,31].'
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'sectionName': 'Introduction',
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'label': 'background',
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'citingPaperId': '7a6b2d4b405439',
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'citedPaperId': '9d1abadc55b5e0',
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...
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}
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You may obtain the full information about the paper using the provided paper ids
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with the Semantic Scholar API (https://api.semanticscholar.org/).
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The labels are:
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Method, Background, Result
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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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#### default
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- **Size of downloaded dataset files:** 22.12 MB
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- **Size of the generated dataset:** 4.91 MB
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- **Total amount of disk used:** 27.02 MB
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An example of 'validation' looks as follows.
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```
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{
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"citeEnd": 68,
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"citeStart": 64,
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"citedPaperId": "5e413c7872f5df231bf4a4f694504384560e98ca",
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"citingPaperId": "8f1fbe460a901d994e9b81d69f77bfbe32719f4c",
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"excerpt_index": 0,
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"id": "8f1fbe460a901d994e9b81d69f77bfbe32719f4c>5e413c7872f5df231bf4a4f694504384560e98ca",
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"isKeyCitation": false,
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"label": 2,
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"label2": 0,
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"label2_confidence": 0.0,
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"label_confidence": 0.0,
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"sectionName": "Discussion",
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"source": 4,
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"string": "These results are in contrast with the findings of Santos et al.(16), who reported a significant association between low sedentary time and healthy CVF among Portuguese"
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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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#### default
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- `string`: a `string` feature.
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- `sectionName`: a `string` feature.
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- `label`: a classification label, with possible values including `method` (0), `background` (1), `result` (2).
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- `citingPaperId`: a `string` feature.
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- `citedPaperId`: a `string` feature.
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- `excerpt_index`: a `int32` feature.
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- `isKeyCitation`: a `bool` feature.
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- `label2`: a classification label, with possible values including `supportive` (0), `not_supportive` (1), `cant_determine` (2), `none` (3).
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- `citeEnd`: a `int64` feature.
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- `citeStart`: a `int64` feature.
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- `source`: a classification label, with possible values including `properNoun` (0), `andPhrase` (1), `acronym` (2), `etAlPhrase` (3), `explicit` (4).
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- `label_confidence`: a `float32` feature.
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- `label2_confidence`: a `float32` feature.
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- `id`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|validation|test|
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|-------|----:|---------:|---:|
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|default| 8194| 916|1859|
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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{Cohan2019Structural,
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author={Arman Cohan and Waleed Ammar and Madeleine Van Zuylen and Field Cady},
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title={Structural Scaffolds for Citation Intent Classification in Scientific Publications},
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booktitle="NAACL",
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year="2019"
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}
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```
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### Contributions
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Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
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