Dialogue Act Classification with Context-Aware Self-Attention

Benchmark Model Rank Results
dialogue-act-classification-on-icsi-meetingBi-RNN + Self-Attention + Context#4Accuracy: 91.1
dialogue-act-classification-on-switchboardBi-RNN + Self-Attention + Context#3Accuracy: 82.9