Paper: Joint Identification and Segmentation of Domain-Specific Dialogue Acts for Conversational Dialogue Systems

ACL ID P11-2017
Title Joint Identification and Segmentation of Domain-Specific Dialogue Acts for Conversational Dialogue Systems
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 2011
Authors

Individual utterances often serve multiple communicative purposes in dialogue. We present a data-driven approach for identifica- tion of multiple dialogue acts in single utter- ances in the context of dialogue systems with limited training data. Our approach results in significantly increased understanding of user intent, compared to two strong baselines.