| {"default": { | |
| "description": "The Yelp reviews dataset consists of reviews from Yelp. It is extracted from the Yelp Dataset Challenge 2015 data.\nThe Yelp reviews full star dataset is constructed by Xiang Zhang (xiang.zhang@nyu.edu) from the above dataset.\nIt is first used as a text classification benchmark in the following paper: Xiang Zhang, Junbo Zhao, Yann LeCun.\nCharacter-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).\n", | |
| "citation": "@inproceedings{zhang2015character,\n title={Character-level convolutional networks for text classification},\n author={Zhang, Xiang and Zhao, Junbo and LeCun, Yann},\n booktitle={Advances in neural information processing systems},\n pages={649--657},\n year={2015}\n}\n", | |
| "homepage": "https://www.yelp.com/dataset", | |
| "license": "https://s3-media3.fl.yelpcdn.com/assets/srv0/engineering_pages/bea5c1e92bf3/assets/vendor/yelp-dataset-agreement.pdf", | |
| "features": { | |
| "label": { | |
| "names": [ | |
| "1 star", | |
| "2 star", | |
| "3 stars", | |
| "4 stars", | |
| "5 stars" | |
| ], | |
| "_type": "ClassLabel" | |
| }, | |
| "text": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| } | |
| }, | |
| "task_templates": [ | |
| { | |
| "task": "text-classification", | |
| "label_column": "label" | |
| } | |
| ], | |
| "builder_name": "yelp_review_full", | |
| "config_name": "yelp_review_full", | |
| "version": { | |
| "version_str": "1.0.0", | |
| "major": 1, | |
| "minor": 0, | |
| "patch": 0 | |
| }, | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 18443324.278846152, | |
| "num_examples": 25000, | |
| "dataset_name": null | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 3685334.875, | |
| "num_examples": 5000, | |
| "dataset_name": null | |
| }, | |
| "validate": { | |
| "name": "validate", | |
| "num_bytes": 3685334.875, | |
| "num_examples": 5000, | |
| "dataset_name": null | |
| } | |
| }, | |
| "download_size": 16346689, | |
| "dataset_size": 25813994.028846152, | |
| "size_in_bytes": 42160683.02884615 | |
| }} |