{"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 }}