Update files from the datasets library (from 1.3.0)

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

README.md

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+---
+---
+
+# Dataset Card for "web_of_science"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits Sample Size](#data-splits-sample-size)
+- [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](#dataset-description)
+
+- **Homepage:** [https://data.mendeley.com/datasets/9rw3vkcfy4/6](https://data.mendeley.com/datasets/9rw3vkcfy4/6)
+- **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:** 172.30 MB
+- **Size of the generated dataset:** 85.65 MB
+- **Total amount of disk used:** 257.95 MB
+
+### [Dataset Summary](#dataset-summary)
+
+Copyright (c) 2017 Kamran Kowsari
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the "Dataset"), to deal
+in the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset.
+
+If you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification
+
+Description of Dataset:
+
+Here is three datasets which include WOS-11967 , WOS-46985, and WOS-5736
+Each folder contains:
+-X.txt
+-Y.txt
+-YL1.txt
+-YL2.txt
+
+X is input data that include text sequences
+Y is target value
+YL1 is target value of level one (parent label)
+YL2 is target value of level one (child label)
+Web of Science Dataset WOS-5736
+                        -This dataset contains 5,736 documents with 11 categories which include 3 parents categories.
+
+### [Supported Tasks](#supported-tasks)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Languages](#languages)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Dataset Structure](#dataset-structure)
+
+We show detailed information for up to 5 configurations of the dataset.
+
+### [Data Instances](#data-instances)
+
+#### WOS11967
+
+- **Size of downloaded dataset files:** 57.43 MB
+- **Size of the generated dataset:** 15.50 MB
+- **Total amount of disk used:** 72.94 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+#### WOS46985
+
+- **Size of downloaded dataset files:** 57.43 MB
+- **Size of the generated dataset:** 62.47 MB
+- **Total amount of disk used:** 119.90 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+#### WOS5736
+
+- **Size of downloaded dataset files:** 57.43 MB
+- **Size of the generated dataset:** 7.68 MB
+- **Total amount of disk used:** 65.11 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+### [Data Fields](#data-fields)
+
+The data fields are the same among all splits.
+
+#### WOS11967
+- `input_data`: a `string` feature.
+- `label`: a `int32` feature.
+- `label_level_1`: a `int32` feature.
+- `label_level_2`: a `int32` feature.
+
+#### WOS46985
+- `input_data`: a `string` feature.
+- `label`: a `int32` feature.
+- `label_level_1`: a `int32` feature.
+- `label_level_2`: a `int32` feature.
+
+#### WOS5736
+- `input_data`: a `string` feature.
+- `label`: a `int32` feature.
+- `label_level_1`: a `int32` feature.
+- `label_level_2`: a `int32` feature.
+
+### [Data Splits Sample Size](#data-splits-sample-size)
+
+|  name  |train|
+|--------|----:|
+|WOS11967|11967|
+|WOS46985|46985|
+|WOS5736 | 5736|
+
+## [Dataset Creation](#dataset-creation)
+
+### [Curation Rationale](#curation-rationale)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Source Data](#source-data)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Annotations](#annotations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Personal and Sensitive Information](#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](#considerations-for-using-the-data)
+
+### [Social Impact of Dataset](#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](#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](#other-known-limitations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Additional Information](#additional-information)
+
+### [Dataset Curators](#dataset-curators)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Licensing Information](#licensing-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Citation Information](#citation-information)
+
+```
+@inproceedings{kowsari2017HDLTex,
+title={HDLTex: Hierarchical Deep Learning for Text Classification},
+author={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},
+booktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},
+year={2017},
+organization={IEEE}
+}
+
+```
+
+
+### Contributions
+
+Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun) for adding this dataset.