Disconnected Recurrent Neural Networks for Text Categorization

Benchmark Model Rank Results
sentiment-analysis-on-amazon-review-fullDRNN–Accuracy: 64.43
sentiment-analysis-on-amazon-review-polarityDRNN–Accuracy: 96.49
sentiment-analysis-on-yelp-binary-classificationDRNN–Error: 2.73
sentiment-analysis-on-yelp-fine-grained-classificationDRNN–Error: 30.85
text-classification-on-ag-newsDRNN–Error: 5.53
text-classification-on-dbpediaDRNN–Error: 0.81
text-classification-on-yahoo-answersDRNN–Accuracy: 76.26