Vipul Raheja

Dialogue Act Classification with Context-Aware Self-Attention

2019 · arXiv (Cornell University)

Recent work in Dialogue Act classification has treated the task as a sequence labeling problem using hierarchical deep neural networks. We build on this prior work by leveraging the effectiveness of a context-aware self-attention mechanism …