A "K hypotheses + other" belief updating model

AAAI Workshop - Technical Report

Volumn WS-06-14, Issue , 2006, Pages 13-18

  Bohus, Dan ^a   Rudnicky, Alex ^a  

^a Carnegie Mellon University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HEURISTIC RULES; MACHINE-LEARNING BASED SOLUTION; SPOKEN DIALOG SYSTEM;

HEURISTIC ALGORITHMS; LEARNING SYSTEMS; PATTERN RECOGNITION; SPEECH SYNTHESIS;

SPEECH PROCESSING;

EID: 33847666792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Bohus, D., and Rudnicky, A. 2005a. Constructing Accurate Beliefs in Spoken Dialog Systems. in Proceedings of ASRU-2005, San Juan, Puerto Rico.
2. Bohus, D., and Rudnicky, A. 2005b. Error Handling in the RavenClaw Dialog Management Architecture, in Proceedings of HLT-EMNLP 2005, Vancouver, Canada.
3. Bohus, D., 2006. www.cs.cmu.edu/~dbohus/blf_upd/
4. Fahrmeir, L., and Tutz, G., 2001 Multivariate Statistical Modeling Based on Generalized Linear Models, in Springer Series in Statistics, ISBN 0387951873
5. Hirschberg, J., Litman, D., Swerts, M., 2001 Identifying User Corrections Automatically in Spoken Dialogue Systems, in Proceedings of NAACL'01, Pittsburgh, PA, June 2001
6. Krahmer, E., Swerts, M., Theune, M. and Weegels, M. 2001, Error Detection in Spoken Human Machine Interaction, in International Journal of Speech Technology, Vol.4, No.1, 19-29.
7. Paek, T., and Horvitz, E., 2000, DeepListener: Harnessing expected utility to guide clarification dialog in spoken language systems, in Proceedings of ICSLP'2000, Beijing, China, 2000.
8. Paek, T., 2006, Reinforcement Learning for Spoken Dialogue Systems: Comparing Strengths and Weaknesses for Practical Deployment, MSR Technical Report MSR-TR-2006-62.
9. RoomLine, 2003 - http://www.cs.cmu.edu/~dbohus/RoomLine
10. Higashinaka, R., Nakano, M., and Aikawa, K., 2000 - OCorpus-based discourse understanding in spoken dialogue systems, in Proceedings of ACL-2003, Sapporo, Japan.
11. Singh, S., Litman, D., Kearns, M., Walker, M., 2000 - Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System, in Journal of Artificial Intelligence Research, vol. 16, pp 105-133, 2000.
12. Walker, M., Wright, J., Langkilde, I., 2000 - Using Natural Language Processing and Discourse Features to Identify Understanding Errors in a Spoken Dialogue System, in ICML-2000.