Guiding attention in Sequence-to-sequence models for Dialogue Act prediction

Benchmark Model Rank Results
dialogue-act-classification-on-switchboardHGRU + Beam Search + Guided attention#1Accuracy: 85.0
dialogue-act-classification-on-icsi-mrdaHGRU + Beam Search + Guided attention#2Accuracy: 91.6