Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings

Benchmark Model Rank Results
sentiment-analysis-on-imdboh-LSTMAccuracy: 94.1
sentiment-analysis-on-yelp-binaryCNNError: 2.9
sentiment-analysis-on-yelp-fine-grainedCNNError: 32.39
text-classification-on-ag-newsCNNError: 6.57
text-classification-on-dbpediaCNNError: 0.84