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Update files from the datasets library (from 1.3.0)

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Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

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+ ---
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+ ---
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+
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+ # Dataset Card for "scicite"
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+
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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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+
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+ ## [Dataset Description](#dataset-description)
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+
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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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+
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+ ### [Dataset Summary](#dataset-summary)
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+
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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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+
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+ ### [Supported Tasks](#supported-tasks)
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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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+ ### [Languages](#languages)
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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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+ ## [Dataset Structure](#dataset-structure)
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+
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+ We show detailed information for up to 5 configurations of the dataset.
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+
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+ ### [Data Instances](#data-instances)
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+
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+ #### default
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+
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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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+
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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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+
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+ ### [Data Fields](#data-fields)
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+
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+ The data fields are the same among all splits.
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+
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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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+
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+ ### [Data Splits Sample Size](#data-splits-sample-size)
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+
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+ | name |train|validation|test|
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+ |-------|----:|---------:|---:|
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+ |default| 8194| 916|1859|
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+
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+ ## [Dataset Creation](#dataset-creation)
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+
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+ ### [Curation Rationale](#curation-rationale)
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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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+ ### [Source Data](#source-data)
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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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+ ### [Annotations](#annotations)
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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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+ ### [Personal and Sensitive Information](#personal-and-sensitive-information)
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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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+ ## [Considerations for Using the Data](#considerations-for-using-the-data)
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+
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+ ### [Social Impact of Dataset](#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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+
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+ ### [Discussion of Biases](#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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+
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+ ### [Other Known Limitations](#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](#additional-information)
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+
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+ ### [Dataset Curators](#dataset-curators)
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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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+ ### [Licensing Information](#licensing-information)
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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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+ ### [Citation Information](#citation-information)
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+
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+ ```
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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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+ ```
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+
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+
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+ ### Contributions
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+
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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.