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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 "style_change_detection"
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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://pan.webis.de/clef20/pan20-web/style-change-detection.html](https://pan.webis.de/clef20/pan20-web/style-change-detection.html)
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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:** 0.00 MB
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+ - **Size of the generated dataset:** 197.60 MB
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+ - **Total amount of disk used:** 197.60 MB
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+
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+ ### [Dataset Summary](#dataset-summary)
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+
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+ The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches. Detecting these positions is a crucial part of the authorship identification process, and for multi-author document analysis in general.
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+
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+ Access to the dataset needs to be requested from zenodo.
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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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+ #### narrow
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+
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+ - **Size of downloaded dataset files:** 0.00 MB
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+ - **Size of the generated dataset:** 58.12 MB
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+ - **Total amount of disk used:** 58.12 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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+ "authors": 2,
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+ "changes": [false, false, true, false],
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+ "id": "2",
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+ "multi-author": true,
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+ "site": "exampleSite",
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+ "structure": ["A1", "A2"],
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+ "text": "This is text from example problem 2.\n"
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+ }
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+ ```
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+
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+ #### wide
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+
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+ - **Size of downloaded dataset files:** 0.00 MB
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+ - **Size of the generated dataset:** 139.48 MB
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+ - **Total amount of disk used:** 139.48 MB
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+
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+ An example of 'train' looks as follows.
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+ ```
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+ {
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+ "authors": 2,
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+ "changes": [false, false, true, false],
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+ "id": "2",
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+ "multi-author": true,
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+ "site": "exampleSite",
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+ "structure": ["A1", "A2"],
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+ "text": "This is text from example problem 2.\n"
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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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+ #### narrow
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+ - `id`: a `string` feature.
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+ - `text`: a `string` feature.
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+ - `authors`: a `int32` feature.
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+ - `structure`: a `list` of `string` features.
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+ - `site`: a `string` feature.
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+ - `multi-author`: a `bool` feature.
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+ - `changes`: a `list` of `bool` features.
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+
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+ #### wide
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+ - `id`: a `string` feature.
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+ - `text`: a `string` feature.
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+ - `authors`: a `int32` feature.
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+ - `structure`: a `list` of `string` features.
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+ - `site`: a `string` feature.
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+ - `multi-author`: a `bool` feature.
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+ - `changes`: a `list` of `bool` features.
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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|
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+ |------|----:|---------:|
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+ |narrow| 3418| 1713|
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+ |wide | 8030| 4019|
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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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+ @inproceedings{bevendorff2020shared,
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+ title={Shared Tasks on Authorship Analysis at PAN 2020},
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+ author={Bevendorff, Janek and Ghanem, Bilal and Giachanou, Anastasia and Kestemont, Mike and Manjavacas, Enrique and Potthast, Martin and Rangel, Francisco and Rosso, Paolo and Specht, G{"u}nther and Stamatatos, Efstathios and others},
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+ booktitle={European Conference on Information Retrieval},
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+ pages={508--516},
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+ year={2020},
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+ organization={Springer}
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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), [@ghomasHudson](https://github.com/ghomasHudson), [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq) for adding this dataset.