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 "web_of_science"
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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://data.mendeley.com/datasets/9rw3vkcfy4/6](https://data.mendeley.com/datasets/9rw3vkcfy4/6)
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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:** 172.30 MB
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- **Size of the generated dataset:** 85.65 MB
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- **Total amount of disk used:** 257.95 MB
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### [Dataset Summary](#dataset-summary)
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Copyright (c) 2017 Kamran Kowsari
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Permission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the "Dataset"), to deal
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in the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset.
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If you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification
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Description of Dataset:
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Here is three datasets which include WOS-11967 , WOS-46985, and WOS-5736
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Each folder contains:
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-X.txt
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-Y.txt
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-YL1.txt
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-YL2.txt
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X is input data that include text sequences
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Y is target value
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YL1 is target value of level one (parent label)
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YL2 is target value of level one (child label)
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Web of Science Dataset WOS-5736
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-This dataset contains 5,736 documents with 11 categories which include 3 parents categories.
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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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#### WOS11967
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- **Size of downloaded dataset files:** 57.43 MB
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- **Size of the generated dataset:** 15.50 MB
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- **Total amount of disk used:** 72.94 MB
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An example of 'train' looks as follows.
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```
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```
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#### WOS46985
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- **Size of downloaded dataset files:** 57.43 MB
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- **Size of the generated dataset:** 62.47 MB
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- **Total amount of disk used:** 119.90 MB
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An example of 'train' looks as follows.
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```
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```
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#### WOS5736
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- **Size of downloaded dataset files:** 57.43 MB
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- **Size of the generated dataset:** 7.68 MB
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- **Total amount of disk used:** 65.11 MB
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An example of 'train' looks as follows.
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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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#### WOS11967
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- `input_data`: a `string` feature.
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- `label`: a `int32` feature.
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- `label_level_1`: a `int32` feature.
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- `label_level_2`: a `int32` feature.
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#### WOS46985
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- `input_data`: a `string` feature.
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- `label`: a `int32` feature.
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- `label_level_1`: a `int32` feature.
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- `label_level_2`: a `int32` feature.
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#### WOS5736
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- `input_data`: a `string` feature.
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- `label`: a `int32` feature.
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- `label_level_1`: a `int32` feature.
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- `label_level_2`: a `int32` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|
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|--------|----:|
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|WOS11967|11967|
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|WOS46985|46985|
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|WOS5736 | 5736|
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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{kowsari2017HDLTex,
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title={HDLTex: Hierarchical Deep Learning for Text Classification},
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author={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},
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booktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},
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year={2017},
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organization={IEEE}
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}
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```
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### Contributions
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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.
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