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.

Speaker Turn Modeling for Dialogue Act Classification - ACL Anthology

PDF] The Speech Act of Clarification in a Dialogue Model

PDF] Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network

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

A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification - ScienceDirect

MTI, Free Full-Text

A Deep Multi-task Model for Dialogue Act Classification, Intent Detection and Slot Filling

Full article: Automated analysis of postings in fourth grade online discussions to help teachers keep students on-track

MTI, Free Full-Text

Sentence encoding for Dialogue Act classification, Natural Language Engineering

RLHF: Reinforcement Learning from Human Feedback

PDF) Speaker-change Aware CRF for Dialogue Act Classification