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COLING
2000
13 years 7 months ago
Chinese Generation in a Spoken Dialogue Translation System
: A Chinese generation module in a speech to speech dialogue translation system is presented he:re. The input of the generation module is the underspecified semantic representation...
Hua Wu, Taiyi Huang, Chengqing Zong
ICASSP
2011
IEEE
12 years 9 months ago
Bayesian reinforcement learning for POMDP-based dialogue systems
Spoken dialogue systems are gaining popularity with improvements in speech recognition technologies. Dialogue systems can be modeled effectively using POMDPs, achieving improvemen...
ShaoWei Png, Joelle Pineau
UMUAI
2002
138views more  UMUAI 2002»
13 years 5 months ago
Designing and Evaluating an Adaptive Spoken Dialogue System
Spoken dialogue systemperformance canvary widely fordifferentusers, aswell for the same userduring different dialogues.This paper presents the design and evaluation ofan adaptive v...
Diane J. Litman, Shimei Pan
ACL
2001
13 years 7 months ago
Evaluating a Trainable Sentence Planner for a Spoken Dialogue System
Techniques for automatically training modules of a natural language generator have recently been proposed, but a fundamental concern is whether the quality of utterances produced ...
Owen Rambow, Monica Rogati, Marilyn A. Walker
COLING
2000
13 years 7 months ago
Automatic Optimization of Dialogue Management
Designing the dialogue strategy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing di...
Diane J. Litman, Michael S. Kearns, Satinder P. Si...