Cell-aware Stacked LSTMs for Modeling Sentences

Benchmark Model Rank Results
natural-language-inference-on-snli300D 2-layer Bi-CAS-LSTM–% Test Accuracy: 87
paraphrase-identification-on-quora-question-pairsBi-CAS-LSTM–Accuracy: 88.6
sentiment-analysis-on-sst-2-binary-classificationBi-CAS-LSTM–Accuracy: 91.3
sentiment-analysis-on-sst-5-fine-grained-classificationBi-CAS-LSTM–Accuracy: 53.6