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.

Sentence encoding for Dialogue Act classification, Natural Language Engineering

User Intent Prediction in Information-seeking Conversations Proceedings of the 2019 Conference on Human Information Interaction and Retrieval

PDF) Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations

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

PDF] Generic speech act annotation for task-oriented dialogues.

Frontiers Modeling Feedback in Interaction With Conversational Agents—A Review

Persuasive dialogue understanding: The baselines and negative results - ScienceDirect

Nishitha Kakani - Bank of America

Meta AI's I-JEPA Explained

PDF] Conversation Management in Task-oriented Turkish Dialogue Agents with Dialogue Act Classification

Persuasive dialogue understanding: The baselines and negative results - ScienceDirect

Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network - UNT Digital Library