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Volumn , Issue , 2010, Pages 271-276

Parameter learning for POMDP spoken dialogue models

Author keywords

Dialogue management; Expectation propagation; POMDP; Spoken language understanding

Indexed keywords

DIALOGUE MANAGEMENT; EXPECTATION PROPAGATION; OFFLINE; PARAMETER LEARNING; PARTIALLY OBSERVABLE MARKOV DECISION PROCESS; POMDP; SPOKEN DIALOGUE; SPOKEN LANGUAGE UNDERSTANDING; USER MODELS;

EID: 79951792262     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SLT.2010.5700863     Document Type: Conference Paper
Times cited : (19)

References (14)
  • 1
    • 47349110927 scopus 로고    scopus 로고
    • Partially observable Markov decision processes for spoken dialog systems
    • J. D. Williams and S. Young, "Partially observable Markov decision processes for spoken dialog systems," Computer Speech and Language, 2006.
    • (2006) Computer Speech and Language
    • Williams, J.D.1    Young, S.2
  • 3
    • 79951775603 scopus 로고    scopus 로고
    • Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems
    • B. Thomson and S. Young, "Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems," Computer Speech & Language, 2009.
    • (2009) Computer Speech & Language
    • Thomson, B.1    Young, S.2
  • 6
    • 84867193227 scopus 로고    scopus 로고
    • Exploiting the ASR N-best by tracking multiple dialog state hypotheses
    • J. D Williams, "Exploiting the ASR N-best by tracking multiple dialog state hypotheses," in Proceedings of Interspeech, 2008.
    • Proceedings of Interspeech, 2008
    • Williams, J.D.1
  • 7
    • 79959834356 scopus 로고    scopus 로고
    • Using automatically transcribed dialogs to learn user models in a spoken dialog system
    • U. Syed and J. D Williams, "Using automatically transcribed dialogs to learn user models in a spoken dialog system," Proceedings of the ACL, 2008.
    • Proceedings of the ACL, 2008
    • Syed, U.1    Williams, J.D.2
  • 8
    • 56749163138 scopus 로고    scopus 로고
    • Spoken language interaction with model uncertainty: An adaptive human-robot interaction system
    • F. Doshi and N. Roy, "Spoken language interaction with model uncertainty: an adaptive human-robot interaction system," Connection Science, 2008.
    • (2008) Connection Science
    • Doshi, F.1    Roy, N.2
  • 11
    • 0345978970 scopus 로고    scopus 로고
    • Expectation propagation for approximate Bayesian inference
    • T. Minka, "Expectation propagation for approximate Bayesian inference," Proceedings of UAI, 2001.
    • Proceedings of UAI, 2001
    • Minka, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.