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» Dialogue Act Modeling in a Complex Task-Oriented Domain
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EACL
2006
ACL Anthology
15 years 1 months ago
Using Reinforcement Learning to Build a Better Model of Dialogue State
Given the growing complexity of tasks that spoken dialogue systems are trying to handle, Reinforcement Learning (RL) has been increasingly used as a way of automatically learning ...
Joel R. Tetreault, Diane J. Litman
ALPIT
2008
IEEE
15 years 6 months 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
119
Voted
CICLING
2004
Springer
15 years 4 months ago
Extracting Domain Knowledge for Dialogue Model Adaptation
Domain shift is a challenging issue in dialogue management. This paper shows how to extract domain knowledge for dialogue model adaptation. The basic semantic concepts are derived ...
Kuei-Kuang Lin, Hsin-Hsi Chen
NAACL
2010
14 years 10 months ago
Unsupervised Modeling of Twitter Conversations
We propose the first unsupervised approach to the problem of modeling dialogue acts in an open domain. Trained on a corpus of noisy Twitter conversations, our method discovers dia...
Alan Ritter, Colin Cherry, Bill Dolan
COLING
1992
15 years 1 months ago
Using Linguistic, World, And Contextual Knowledge In A Plan Recognition Model Of Dialogue
This paper presents a plan-based model of dialogue that combines world, linguistic, and contextual knowledge in order to recognize complex communicative actions such as expressing...
Lynn Lambert, Sandra Carberry