ACL RD-TEC 1.0 Summarization of E06-1037
Paper Title:
USING REINFORCEMENT LEARNING TO BUILD A BETTER MODEL OF DIALOGUE STATE
USING REINFORCEMENT LEARNING TO BUILD A BETTER MODEL OF DIALOGUE STATE
Authors: Joel R. Tetreault and Diane J. Litman
Primarily assigned technology terms:
- algorithm
- bootstrap
- collapsing
- dialogue management
- dialogue manager
- dialogue system
- dialogue systems
- dialogue tutoring
- final state
- human-computer dialogue
- intelligent tutoring
- intelligent tutoring systems
- itspoke
- learning
- linking
- markov decision process
- modeling
- reasoning
- recognition
- reinforcement learning
- search
- speech recognition
- splitting
- spoken dialogue
- spoken dialogue systems
- spoken dialogue tutoring
- supervised learning
- tutoring dialogue system
- tutoring system
Other assigned terms:
- annotated corpus
- approach
- case
- community
- concept
- concepts
- convergence
- corpora
- dialog
- dialogue act
- dialogue acts
- dialogue context
- dialogue history
- dialogue length
- dialogue state
- dialogues
- emotion
- essay
- estimation
- evaluation metric
- fact
- feature
- hypotheses
- information source
- matlab
- meaning
- measures
- method
- methodology
- phrase
- probabilities
- probability
- process
- question-answer format
- recognition errors
- search space
- signal
- sources of information
- speech recognition errors
- term
- terms
- test corpus
- toolkit
- training
- training corpus
- transition probabilities
- tutoring
- tutoring dialogue
- understanding
- user
