Machine learning techniques in dialogue act recognition

Machine learning techniques in dialogue act recognition

This report addresses dialogue acts, their existing applications and techniques of automatically recognizing them, in Estonia as well as elsewhere. Three main applications are described: in dialogue systems to determine the intention of the speaker, in dialogue systems with machine translation to re...

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Bibliographic Details
Main Author: Mark Fišel
Format: Article
Language:English
Published: Eesti Rakenduslingvistika Ühing (Estonian Association for Applied Linguistics) 2007-05-01
Series:Eesti Rakenduslingvistika Ühingu Aastaraamat
Subjects:
conversation analysis
computational linguistics
dialogue act
machine learning
Bayes classifier
hidden Markov model
neural network
decision tree
Online Access:http://dx.doi.org/10.5128/ERYa3.08

Internet

http://dx.doi.org/10.5128/ERYa3.08

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