Milica Gasic

发表

Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System

Matthieu Geist, Olivier Pietquin, Lucie Daubigney, 2011, INTERSPEECH.

Parameter learning for POMDP spoken dialogue models

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, 2010 IEEE Spoken Language Technology Workshop.

Reward estimation for dialogue policy optimisation

Pei-hao Su, Milica Gasic, Steve J. Young, 2018, Comput. Speech Lang..

Spoken language understanding from unaligned data using discriminative classification models

Milica Gasic, Steve J. Young, Blaise Thomson, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Two alternative frameworks for deploying spoken dialogue systems to mobile platforms for evaluation “in the wild”

Oliver Lemon, Nina Dethlefs, Helen Hastie, 2014 .

Training and Evaluation of the HIS POMDP Dialogue System in Noise

Milica Gasic, Steve J. Young, Blaise Thomson, 2008, SIGDIAL Workshop.

Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments

Dongho Kim, Steve Young, Matthew Henderson, 2016 .

The Effect of Cognitive Load on a Statistical Dialogue System

Matthew Henderson, Milica Gasic, Steve J. Young, 2012, SIGDIAL Conference.

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, EMNLP.

Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management

Zhi Chen, Lu Chen, Cheng Chang, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Anna Korhonen, Nikola Mrksic, Milica Gasic, 2017, TACL.

Feudal Dialogue Management with Jointly Learned Feature Extractors

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, SIGDIAL Conference.

Research data supporting “Dialogue manager domain adaptation using Gaussian process reinforcement learning”

Milica Gasic, 2016 .

Multi-domain Dialog State Tracking using Recurrent Neural Networks

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2015, ACL.

Transformation-based learning for semantic parsing

Milica Gasic, Steve J. Young, Blaise Thomson, 2009, INTERSPEECH.

Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation pdf

Pawel Budzianowski, Milica Gasic, Christopher Tegho, 2017, ArXiv.

Gaussian Processes for POMDP-Based Dialogue Manager Optimization

Milica Gasic, Steve J. Young, S. Young, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

On-line policy optimisation of spoken dialogue systems via live interaction with human subjects

Milica Gasic, Steve J. Young, Blaise Thomson, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

User study of the Bayesian update of dialogue state approach to dialogue management

Milica Gasic, Steve J. Young, Blaise Thomson, 2008, INTERSPEECH.

POMDP-Based Statistical Spoken Dialog Systems: A Review

Milica Gasic, Steve J. Young, Jason D. Williams, 2013, Proceedings of the IEEE.

Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems pdf

Iñigo Casanueva, Pawel Budzianowski, Milica Gasic, 2018, SIGDIAL Conference.

Incremental on-line adaptation of POMDP-based dialogue managers to extended domains

Dongho Kim, Matthew Henderson, Milica Gasic, 2014, INTERSPEECH.

Policy optimisation of POMDP-based dialogue systems without state space compression

Matthew Henderson, Milica Gasic, Steve J. Young, 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

Bayesian dialogue system for the Let's Go Spoken Dialogue Challenge

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, 2010 IEEE Spoken Language Technology Workshop.

Data for Policy Committee for adaptation in multi-domain spoken dialogue systems

Milica Gasic, 2015 .

Research data supporting "Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems"

David Vandyke, Steve Young, Tsung-Hsien Wen, 2015 .

Parameter estimation for agenda-based user simulation

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, SIGDIAL Conference.

Modelling user behaviour in the HIS-POMDP dialogue manager

Milica Gasic, Steve J. Young, Blaise Thomson, 2008, 2008 IEEE Spoken Language Technology Workshop.

Discriminative spoken language understanding using word confusion networks

Matthew Henderson, Milica Gasic, Steve J. Young, 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search

Helen F. Hastie, Oliver Lemon, Nina Dethlefs, 2013, SIGDIAL Conference.

Dialogue context sensitive HMM-based speech synthesis

Dongho Kim, Matthew Henderson, Milica Gasic, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Back-off action selection in summary space-based POMDP dialogue systems

Fabrice Lefèvre, Milica Gasic, Steve J. Young, 2009, 2009 IEEE Workshop on Automatic Speech Recognition & Understanding.

Evaluating semantic-level confidence scores with multiple hypotheses

Milica Gasic, Steve J. Young, Blaise Thomson, 2008, INTERSPEECH.

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2015, EMNLP.

Real User Evaluation of Spoken Dialogue Systems Using Amazon Mechanical Turk

Milica Gasic, Steve J. Young, Blaise Thomson, 2011, INTERSPEECH.

Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation

Pawel Budzianowski, Milica Gasic, Christopher Tegho, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems pdf

David Vandyke, Dongho Kim, Tsung-Hsien Wen, 2015, INTERSPEECH.

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

Tomoki Toda, Milica Gasic, Steve J. Young, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

N-best error simulation for training spoken dialogue systems

Matthew Henderson, Milica Gasic, Steve J. Young, 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

Dialogue context sensitive speech synthesis using factorized decision trees

Dongho Kim, Matthew Henderson, Milica Gasic, 2014, INTERSPEECH.

Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing pdf

Pawel Budzianowski, Milica Gasic, Osman Ramadan, 2018, ACL.

Human machine dialogues

Milica Gasic, Bo-Hsiang Tseng, 2018 .

k-Nearest Neighbor Monte-Carlo Control Algorithm for POMDP-Based Dialogue Systems

Fabrice Lefèvre, Milica Gasic, Steve J. Young, 2009, SIGDIAL Conference.

Inverse reinforcement learning for micro-turn management

Dongho Kim, Matthew Henderson, Milica Gasic, 2014, INTERSPEECH.

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking pdf

David Vandyke, Dongho Kim, Tsung-Hsien Wen, 2015, SIGDIAL Conference.

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

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, Comput. Speech Lang..

Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, SIGDIAL Conference.

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, ArXiv.

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

Milica Gasic, Steve J. Young, 2011, TSLP.

Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management

Lu Chen, Pei-hao Su, Milica Gasic, 2015, SIGDIAL Conference.

Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2015, SIGDIAL Conference.

Curiosity-driven Reinforcement Learning for Dialogue Management

Milica Gasic, Yen-Chen Wu, Paula Wesselmann, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Policy committee for adaptation in multi-domain spoken dialogue systems

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

Distributed dialogue policies for multi-domain statistical dialogue management

Dongho Kim, Milica Gasic, Steve J. Young, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Towards end-to-end multi-domain dialogue modelling

Iñigo Casanueva, Milica Gasic, Paweł Budzianowski, 2018 .

On-line policy optimisation of Bayesian spoken dialogue systems via human interaction

Dongho Kim, Matthew Henderson, Milica Gasic, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Natural belief-critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, INTERSPEECH.

Continuous asr for flexible incremental dialogue

Dongho Kim, Matthew Henderson, Milica Gasic, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

POMDP-based dialogue manager adaptation to extended domains

Dongho Kim, Matthew Henderson, Milica Gasic, 2013, SIGDIAL Conference.

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management

Stefan Ultes, Pawel Budzianowski, Pei-hao Su, 2017, SIGDIAL Conference.

The use of discriminative belief tracking in POMDP-based dialogue systems

Matthew Henderson, Milica Gasic, Steve J. Young, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, ACL.

Multi-domain dialogue success classifiers for policy training

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

Optimisation for POMDP-Based Spoken Dialogue Systems

Steve Young, Filip Jurčíček, Milica Gasic, 2012 .

Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers

Milica Gasic, Steve J. Young, Blaise Thomson, 2010, SIGDIAL Conference.