task_categories:conversational task_categories:text2text-generation task_categories:question-answering size_categories:100K<n<1M language:en region:us
The Yelp reviews dataset consists of reviews from Yelp. It is extracted from the Yelp Dataset Challenge 2015 data.
The Yelp reviews full star dataset is constructed by Xiang Zhang (xiang.zhang@nyu.edu) from the above dataset.
It is first used as a text classification benchmark in the following paper: Xiang Zhang, Junbo Zhao, Yann LeCun.
Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).
@inproceedings{zhang2015character,
  title={Character-level convolutional networks for text classification},
  author={Zhang, Xiang and Zhao, Junbo and LeCun, Yann},
  booktitle={Advances in neural information processing systems},
  pages={649--657},
  year={2015}
}
---
dataset_info:
  features:
  - name: label
    dtype:
      class_label:
        names:
          '0': 1 star
          '1': 2 star
          '2': 3 stars
          '3': 4 stars
          '4': 5 stars
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 483811554
    num_examples: 650000
  - name: test
    num_bytes: 37271188
    num_examples: 50000
  download_size: 322952367
  dataset_size: 521082742
task_categories:
- conversational
- text2text-generation
- question-answering
language:
- en
pretty_name: coeusyelp
size_categories:
- 100K<n<1M
---
# Dataset Card for "yelp_review_full"

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