Disconnected Recurrent Neural Networks for Text Categorization

Benchmark Model Rank Results
sentiment-analysis-on-amazon-review-fullDRNNAccuracy: 64.43
sentiment-analysis-on-amazon-review-polarityDRNNAccuracy: 96.49
sentiment-analysis-on-yelp-binaryDRNNError: 2.73
sentiment-analysis-on-yelp-fine-grainedDRNNError: 30.85
text-classification-on-ag-newsDRNNError: 5.53
text-classification-on-dbpediaDRNNError: 0.81
text-classification-on-yahoo-answersDRNNAccuracy: 76.26