Corpus ID: 16653778

Deep learning for sentiment analysis of movie reviews

@inproceedings{Pouransari2015DeepLF,
  title={Deep learning for sentiment analysis of movie reviews},
  author={H. Pouransari},
  year={2015}
}

H. Pouransari

Published 2015

Computer Science

In this study, we explore various natural language processing (NLP) methods to perform sentiment analysis. We look at two different datasets, one with binary labels, and one with multi-class labels. For the binary classification we applied the bag of words, and skip-gram word2vec models followed by various classifiers, including random forest, SVM, and logistic regression. For the multi-class case, we implemented the recursive neural tensor networks (RNTN). To overcome the high computational… CONTINUE READING

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