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» Human dialogue modelling using machine learning
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LREC
2010
158views Education» more  LREC 2010»
13 years 7 months ago
Evaluating Human-Machine Conversation for Appropriateness
Evaluation of complex, collaborative dialogue systems is a difficult task. Traditionally, developers have relied upon subjective feedback from the user, and parametrisation over o...
Nick Webb, David Benyon, Preben Hansen, Oli Mival
ACL
2001
13 years 7 months ago
Detecting Problematic Turns in Human-Machine Interactions: Rule-induction Versus Memory-based Learning Approaches
We address the issue of on-line detection of communication problems in spoken dialogue systems. The usefulness is investigated of the sequence of system question types and the wor...
Antal van den Bosch, Emiel Krahmer, Marc Swerts
CSL
2010
Springer
13 years 5 months ago
Evaluation of a hierarchical reinforcement learning spoken dialogue system
We describe an evaluation of spoken dialogue strategies designed using hierarchical reinforcement learning agents. The dialogue strategies were learnt in a simulated environment a...
Heriberto Cuayáhuitl, Steve Renals, Oliver ...
CICLING
2006
Springer
13 years 9 months ago
Predicting Dialogue Acts from Prosodic Information
In this paper, the influence of intonation to recognize dialogue acts from speech is assessed. Assessment is based on an empirical approach: manually tagged data from a spoken-dial...
Sergio Rafael Coria Olguin, Luis Alberto Pineda Co...
ALPIT
2008
IEEE
14 years 8 days ago
A Plan-Based Dialogue Model Using a Discourse Stack for Intelligent Human-Robot Interface Development
The existing studies of a dialogue system can be classified into two major parts. One is a study for a practical system, and the other is a study to understand a principal of dial...
Sangwoo Kang, Youngjoong Ko, Jungyun Seo