Update files from the datasets library (from 1.7.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.7.0

README.md

@@ -1,4 +1,5 @@
 ---
+paperswithcode_id: web-of-science-dataset
 ---
 
 # Dataset Card for "web_of_science"
@@ -6,12 +7,12 @@
 ## Table of Contents
 - [Dataset Description](#dataset-description)
   - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks](#supported-tasks)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
   - [Languages](#languages)
 - [Dataset Structure](#dataset-structure)
   - [Data Instances](#data-instances)
   - [Data Fields](#data-fields)
-  - [Data Splits Sample Size](#data-splits-sample-size)
+  - [Data Splits](#data-splits)
 - [Dataset Creation](#dataset-creation)
   - [Curation Rationale](#curation-rationale)
   - [Source Data](#source-data)
@@ -65,7 +66,7 @@ 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 and Leaderboards
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
@@ -134,7 +135,7 @@ The data fields are the same among all splits.
 - `label_level_1`: a `int32` feature.
 - `label_level_2`: a `int32` feature.
 
-### Data Splits Sample Size
+### Data Splits
 
 |  name  |train|
 |--------|----:|
@@ -150,10 +151,22 @@ The data fields are the same among all splits.
 
 ### Source Data
 
+#### Initial Data Collection and Normalization
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+#### Who are the source language producers?
+
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
 ### Annotations
 
+#### Annotation process
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+#### Who are the annotators?
+
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
 ### Personal and Sensitive Information

dataset_infos.json

@@ -1 +1 @@
-{"WOS5736": {"description": "Copyright (c) 2017 Kamran Kowsari\n\nPermission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the \"Dataset\"), to deal\nin the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset.\n\nIf you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification\n\nDescription of Dataset:\n\nHere is three datasets which include WOS-11967 , WOS-46985, and WOS-5736\nEach folder contains:\n-X.txt\n-Y.txt\n-YL1.txt\n-YL2.txt\n\nX is input data that include text sequences\nY is target value\nYL1 is target value of level one (parent label)\nYL2 is target value of level one (child label)\nWeb of Science Dataset WOS-5736\n                        -This dataset contains 5,736 documents with 11 categories which include 3 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS5736", "version": {"version_str": "6.0.0", "description": "", "datasets_version_to_prepare": null, "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8055118, "num_examples": 5736, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "dataset_size": 8055118, "size_in_bytes": 68277539}, "WOS11967": {"description": "Copyright (c) 2017 Kamran Kowsari\n\nPermission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the \"Dataset\"), to deal\nin the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset.\n\nIf you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification\n\nDescription of Dataset:\n\nHere is three datasets which include WOS-11967 , WOS-46985, and WOS-5736\nEach folder contains:\n-X.txt\n-Y.txt\n-YL1.txt\n-YL2.txt\n\nX is input data that include text sequences\nY is target value\nYL1 is target value of level one (parent label)\nYL2 is target value of level one (child label)\nWeb of Science Dataset WOS-11967\n                        -This dataset contains 11,967 documents with 35 categories which include 7 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS11967", "version": {"version_str": "6.0.0", "description": "", "datasets_version_to_prepare": null, "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 16255871, "num_examples": 11967, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "dataset_size": 16255871, "size_in_bytes": 76478292}, "WOS46985": {"description": "Copyright (c) 2017 Kamran Kowsari\n\nPermission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the \"Dataset\"), to deal\nin the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset.\n\nIf you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification\n\nDescription of Dataset:\n\nHere is three datasets which include WOS-11967 , WOS-46985, and WOS-5736\nEach folder contains:\n-X.txt\n-Y.txt\n-YL1.txt\n-YL2.txt\n\nX is input data that include text sequences\nY is target value\nYL1 is target value of level one (parent label)\nYL2 is target value of level one (child label)\n\n                        Web of Science Dataset WOS-46985\n                        -This dataset contains 46,985 documents with 134 categories which include 7 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS46985", "version": {"version_str": "6.0.0", "description": "", "datasets_version_to_prepare": null, "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 65501096, "num_examples": 46985, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "dataset_size": 65501096, "size_in_bytes": 125723517}}
+{"WOS5736": {"description": "The Web Of Science (WOS) dataset is a collection of data  of published papers\navailable from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the\nfull dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.\n\nWeb of Science Dataset WOS-5736: This dataset contains 5,736 documents with 11 categories which include 3 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS5736", "version": {"version_str": "6.0.0", "description": "", "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8051533, "num_examples": 5736, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/public-files/datasets/9rw3vkcfy4/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/file_downloaded": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "post_processing_size": null, "dataset_size": 8051533, "size_in_bytes": 68273954}, "WOS11967": {"description": "The Web Of Science (WOS) dataset is a collection of data  of published papers\navailable from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the\nfull dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.\n\nWeb of Science Dataset WOS-11967: This dataset contains 11,967 documents with 35 categories which include 7 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS11967", "version": {"version_str": "6.0.0", "description": "", "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 16248391, "num_examples": 11967, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/public-files/datasets/9rw3vkcfy4/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/file_downloaded": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "post_processing_size": null, "dataset_size": 16248391, "size_in_bytes": 76470812}, "WOS46985": {"description": "The Web Of Science (WOS) dataset is a collection of data  of published papers\navailable from the Web of Science. WOS has been released in three versions: WOS-46985, WOS-11967 and WOS-5736. WOS-46985 is the\nfull dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.\n\nWeb of Science Dataset WOS-46985: This dataset contains 46,985 documents with 134 categories which include 7 parents categories.", "citation": "@inproceedings{kowsari2017HDLTex,\ntitle={HDLTex: Hierarchical Deep Learning for Text Classification},\nauthor={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E},\nbooktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on},\nyear={2017},\norganization={IEEE}\n}\n", "homepage": "https://data.mendeley.com/datasets/9rw3vkcfy4/6", "license": "", "features": {"input_data": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_1": {"dtype": "int32", "id": null, "_type": "Value"}, "label_level_2": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "web_of_science", "config_name": "WOS46985", "version": {"version_str": "6.0.0", "description": "", "major": 6, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 65471726, "num_examples": 46985, "dataset_name": "web_of_science"}}, "download_checksums": {"https://data.mendeley.com/public-files/datasets/9rw3vkcfy4/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/file_downloaded": {"num_bytes": 60222421, "checksum": "b787d484bff88b0dcdb3fa291d06ec9d2f025dc2a67ce1045d0c688cd96ccf8a"}}, "download_size": 60222421, "post_processing_size": null, "dataset_size": 65471726, "size_in_bytes": 125694147}}

web_of_science.py

@@ -39,9 +39,7 @@ full dataset. WOS-11967 and WOS-5736 are two subsets of WOS-46985.
 
 """
 
-_DATA_URL = (
-    "https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1"
-)
+_DATA_URL = "https://data.mendeley.com/public-files/datasets/9rw3vkcfy4/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/file_downloaded"
 
 
 class WebOfScienceConfig(datasets.BuilderConfig):