Dialogue Act Classification in Domain-Independent Conversations

This paper applies a deep long-short term memory (LSTM) structure to classify dialogue acts in open-domain conversations.

GitHub - macabdul9/CASA-Dialogue-Act-Classifier: PyTorch implementation of the paper Dialogue Act Classification with Context-Aware Self-Attention for dialogue act classification with a generic dataset class and PyTorch-Lightning trainer

NLP-progress/english/dialogue.md at master · sebastianruder/NLP-progress · GitHub

Nishitha Kakani - Bank of America

20th Annual Meeting of the Special Interest Group on Discourse and Dialogue - PDF Free Download

Paper page - Dialogue Act Classification with Context-Aware Self-Attention

PDF) Speaker-change Aware CRF for Dialogue Act Classification

PDF) A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks

Emotion Aided Dialogue Act Classification for Task-Independent Conversations in a Multi-modal Framework

Towards versatile conversations with data-driven dialog management and its integration in commercial platforms - ScienceDirect

Nishitha Kakani - Bank of America