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The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management

Computer speech & language, 2010-04, Vol.24 (2), p.150-174

2010

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Gaussian Processes for POMDP-Based Dialogue Manager Optimization

IEEE/ACM transactions on audio, speech, and language processing, 2014-01, Vol.22 (1), p.28-40

2014

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POMDP-Based Statistical Spoken Dialog Systems: A Review

Proceedings of the IEEE, 2013-05, Vol.101 (5), p.1160-1179

2013

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Learning With an Open Horizon in Ever-Changing Dialogue Circumstances

IEEE/ACM transactions on audio, speech, and language processing, 2024, Vol.32, p.2352-2366

2024

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Reward estimation for dialogue policy optimisation

Computer speech & language, 2018-09, Vol.51, p.24-43

2018

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Adaptable Conversational Machines

The AI magazine, 2020-09, Vol.41 (3), p.28-44

2020

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Dialogue manager domain adaptation using Gaussian process reinforcement learning

Computer speech & language, 2017-09, Vol.45, p.552-569

2017

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Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.3773-3776

2009

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Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces

IEEE/ACM transactions on audio, speech, and language processing, 2018-11, Vol.26 (11), p.2083-2097

2018

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Spoken language understanding and interaction: machine learning for human-like conversational systems

Computer speech & language, 2017-11, Vol.46, p.249-251

2017

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Robust Dialogue State Tracking with Weak Supervision and Sparse Data

Transactions of the Association for Computational Linguistics, 2022-11, Vol.10, p.1175-1192

2022

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AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning

IEEE/ACM transactions on audio, speech, and language processing, 2019-09, Vol.27 (9), p.1378-1391

2019

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Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager

ACM transactions on speech and language processing, 2011-05, Vol.7 (3), p.1-28

2011

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Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.6069-6073

2018

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Discriminative spoken language understanding using word confusion networks

2012 IEEE Spoken Language Technology Workshop (SLT), 2012, p.176-181

2012

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Curiosity-driven Reinforcement Learning for Dialogue Management

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.7210-7214

2019

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Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.6074-6078

2018

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POMDP-Based Statistical Spoken Dialog Systems: A Review: SPEECH INFORMATION PROCESSING: THEORY AND APPLICATIONS

Proceedings of the IEEE, 2013, Vol.101 (5), p.1160-1179

2013

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EmoUS: Simulating User Emotions in Task-Oriented Dialogues

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023, p.2526-2531

2023

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Dialogue context sensitive HMM-based speech synthesis

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.2554-2558

2014

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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

Transactions of the Association for Computational Linguistics, 2017-12, Vol.5, p.309-324

2017

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N-best error simulation for training spoken dialogue systems

2012 IEEE Spoken Language Technology Workshop (SLT), 2012, p.37-42

2012

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Statistical Dialogue Modelling

Gašić, Milica

2011

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Multi-domain dialogue success classifiers for policy training

2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2015, p.763-770

2015

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Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments

Situated Dialog in Speech-Based Human-Computer Interaction, 2016, p.3-14

2016

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The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management

Gaussian Processes for POMDP-Based Dialogue Manager Optimization

POMDP-Based Statistical Spoken Dialog Systems: A Review

Learning With an Open Horizon in Ever-Changing Dialogue Circumstances

Reward estimation for dialogue policy optimisation

Adaptable Conversational Machines

Dialogue manager domain adaptation using Gaussian process reinforcement learning

Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis

Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces

Spoken language understanding and interaction: machine learning for human-like conversational systems

Robust Dialogue State Tracking with Weak Supervision and Sparse Data

AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning

Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager

Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation

Discriminative spoken language understanding using word confusion networks

Curiosity-driven Reinforcement Learning for Dialogue Management

Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management

POMDP-Based Statistical Spoken Dialog Systems: A Review: SPEECH INFORMATION PROCESSING: THEORY AND APPLICATIONS

EmoUS: Simulating User Emotions in Task-Oriented Dialogues

Dialogue context sensitive HMM-based speech synthesis

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

N-best error simulation for training spoken dialogue systems

Statistical Dialogue Modelling

Multi-domain dialogue success classifiers for policy training

Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments

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