The hidden information state dialogue manager: A real-world POMDP-based system

NAACL-HLT 2007 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Demonstrations

Volumn , Issue , 2007, Pages 27-28

  Young, Steve ^a   Schatzmann, Jost ^a   Thomson, Blaise ^a   Weilhammer, Karl ^a   Ye, Hui ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH PROCESSING; SPEECH RECOGNITION;

DIALOGUE MANAGER; DIALOGUE SYSTEMS; HIDDEN INFORMATION; INFORMATION STATE; MARKOV DECISION PROCESS MODELS; PARTIALLY OBSERVABLE MARKOV DECISION PROCESS; PROCESS-BASED; REAL-WORLD; SCALABLE IMPLEMENTATION; SPOKEN DIALOGUE SYSTEM;

MARKOV PROCESSES;

EID: 84977262428     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. J. Schatzmann, B. Thomson, K. Weilhammer, H. Ye, and S. Young. 2007. Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue System. In Proceedings of HLT/NAACL, Rochester, NY.
2. B. Thomson, J. Schatzmann, K. Weilhammer, H. Ye, and S. Young. 2007. Training a real-world POMDP-based Dialogue System. In Proceedings of Bridging the Gap: Academic and Industrial Research in Dialog Technology, Workshop at HLT/NAACL, Rochester, NY.
3. J. D. Williams and S. Young. 2007. Partially Observable Markov Decision Processes for Spoken Dialog Systems. Computer Speech and Language, 21(2):231–422.
4. J. D. Williams. 2006. Partially Observable Markov Decision Processes for Spoken Dialogue Management. Ph.D. thesis, University of Cambridge.
5. S. Young, J. Schatzmann, K. Weilhammer, and H. Ye. 2007. The Hidden Information State Approach to Dialog Management. In Proc. of ICASSP (forthcoming), Honolulu, Hawaii.
6. S. Young. 2006. Using POMDPs for Dialog Management. In Proc. of IEEE/ACL SLT, Palm Beach, Aruba.