Online supervised learning of non-understanding recovery policies

2006 IEEE ACL Spoken Language Technology Workshop, SLT 2006, Proceedings

Volumn , Issue , 2006, Pages 170-173

  Bohus, Dan ^a   Langner, Brian ^a   Raux, Antoine ^a   Black, Alan W ^a   Eskenazi, Maxine ^a   Rudnicky, Alex ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Non understandings; Recovery policy; Recovery strategy; Spoken language interface

Indexed keywords

DIALOG SYSTEMS; HEURISTIC POLICIES; RECOVERY STRATEGIES; SPOKEN LANGUAGES;

LINGUISTICS; RECOVERY;

E-LEARNING; SPEECH RECOGNITION;

HEURISTIC POLICIES; NON-UNDERSTANDING; ONLINE METHODS; RECOVERY POLICY; RECOVERY RATE; RECOVERY STRATEGIES; RUNTIME ESTIMATES; SIMPLE HEURISTICS; SPOKEN DIALOGUE SYSTEM; SPOKEN-LANGUAGE INTERFACE;

EID: 48749090118     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SLT.2006.326844     Document Type: Conference Paper

References (10)

1. D. Bohus and A. Rudnicky, 2005 - "Sorry I didn't Catch That! - an Investigation of Non-understanding Errors and Recovery Strategies", in Proceedings of SIGdial-2005, Lisbon, Portugal.
2. M. Walker, J. Wright, I. Langkilde, 2000 - "Using Natural Language Processing and Discourse Features to Identify Understanding Errors in a Spoken Dialogue System", in Proceedings of ICML-2000, Stanford, CA
3. E. Krahmer, M. Swerts, M. Theune, and M. Weegels, 2001 - "Error Detection in Spoken Human Machine Interaction", in International Journal of Speech Technology, Vol.4, No.1, 19-29
4. B. Balentine, and D. Morgan, 1999 - "How to Build a Speech Recognition Application: A Style for Telephony Dialogues", Enterprise Integration Group, ISBN 0-9671278-15.
5. R. Myers, D. Montgomery and G. Vining, 2001 - "Generalized Linear Models: with Applications to Engineering and the Sciences", Wiley-Interscience, ISBN 0471355739.
6. I. Cohen, and M. Goldszmidt, 2004 - "Properties and Benefits of Calibrated Classifiers", in EMCL/PKDD, Pisa, Italy, 2004.
7. J. Zhang and Y. Yang, 2004 - "Probabilistic Score Estimation with Piecewise Logistic Regression", in Proceedings of ICML-2004, Banff, Alberta, Canada.
8. L.P. Kaelbling, 1993 - "Learning in Embedded Systems", the MIT Press, Cambridge, MA
9. A. Raux, D. Bohus, B. Langner, A.W. Black, M. Eskenazi, 2006 - "Doing Research in a Deployed Spoken Dialog System: One Year of Let's Go! Public Experience", in Proceedings of Interspeech-2006, Pittsburgh, PA.
10. D. Bohus - www.cs.cmu.edu/~dbohus/research/slt_aux, web page with auxiliary information about learning non-understanding recovery policies