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This dataset contains 25000 positive and negative reviews of movies, provided as written English text and the associated rating.
Maas, Andrew L. and Daly, Raymond E. and Pham, Peter T. and Huang, Dan and Ng, Andrew Y. and Potts, Christopher
Learning Word Vectors for Sentiment Analysis, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, 142-150, 2011
When using this dataset, please cite the creator’s ACL 2011 paper above which introduces it.