This paper applies a deep long-short term memory (LSTM) structure to classify dialogue acts in open-domain conversations.
Five Approaches To Managing Conversational Dialog, by Cobus Greyling
Table 2 from Classifying Dialogue Acts in One-on-One Live Chats
PDF) Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks
Comparing neural sentence encoders for topic segmentation across domains: not your typical text similarity task [PeerJ]
Signals, Free Full-Text
Dialogue Act Classification: Models, code, and papers - CatalyzeX
20th Annual Meeting of the Special Interest Group on Discourse and Dialogue - PDF Free Download
Signals, Free Full-Text
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network - Page 2,019 - UNT Digital Library
20th Annual Meeting of the Special Interest Group on Discourse and Dialogue - PDF Free Download
The Principles of the Art of Conversation, by J. P. Mahaffy—A Project Gutenberg eBook
PPT - The Purpose of Dialogue PowerPoint Presentation, free download - ID:5359666
PDF) Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks