Wizard of Oz studies: why and how
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
Suede: a Wizard of Oz prototyping tool for speech user interfaces
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
COLLAGEN: A Collaboration Manager for Software Interface Agents
User Modeling and User-Adapted Interaction
MIMIC: an adaptive mixed initiative spoken dialogue system for information queries
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
A pragmatics-based approach to ellipsis resolution
Computational Linguistics
A tripartite plan-based model of dialogue
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Quantitative and qualitative evaluation of Darpa Communicator spoken dialogue systems
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Implementing advanced spoken dialogue management in Java
Science of Computer Programming - Special issue on principles and practice of programming in java (PPPJ 2003)
Partially observable Markov decision processes for spoken dialog systems
Computer Speech and Language
The LIMSI ARISE system for train travel information
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 01
A 'companion' ECA with planning and activity modelling
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Hybrid reinforcement/supervised learning of dialogue policies from fixed data sets
Computational Linguistics
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
A chain-starting classifier of definite NPs in Spanish
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management
Computer Speech and Language
Optimizing dialogue management with reinforcement learning: experiments with the NJFun system
Journal of Artificial Intelligence Research
A reliable multidomain model for speech act classification
Pattern Recognition Letters
Evaluating description and reference strategies in a cooperative human-robot dialogue system
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Web page classification on child suitability
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Improving Korean speech acts analysis by using shrinkage and discourse stack
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
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We propose a novel practical dialogue management system that satisfies the requirements of robust dialogue management, efficient domain knowledge construction, and flexible architecture for maintenance and extensibility. The proposed system uses a corpus-based framework and a dynamic dialogue transition network model, which work in a cooperative and complementary manner. The former supports automatic generation of domain knowledge from an annotated corpus, whereas the latter manages dialogue flows robustly. The system can also automatically carry out user-intention analyses and response generation since it retrieves the most similar utterance and its response pair by estimating similarity between the input utterance and corpus utterances. Therefore, the system can control a new domain dialogue by updating the corpus. In our experiments on two different corpora, the system achieved F0.5-scores of 91% and 90% in terms of user intention recognition with a task completion rate of 95% and 91%.