Milica Gasic

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

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).

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..

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.

Training and Evaluation of the HIS POMDP Dialogue System in Noise

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

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

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

Discriminative spoken language understanding using word confusion networks

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

Real User Evaluation of Spoken Dialogue Systems Using Amazon Mechanical Turk

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

Multi-domain Dialog State Tracking using Recurrent Neural Networks

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

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

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

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

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

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).

Reward estimation for dialogue policy optimisation

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

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

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

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.

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

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

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

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

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

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

Towards end-to-end multi-domain dialogue modelling

Iñigo Casanueva, Milica Gasic, Paweł Budzianowski, 2018 .

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.

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).

N-best error simulation for training spoken dialogue systems

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

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

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

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.

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).

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

S. Young, François Mairesse, Simon Keizer, 2009, 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.

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).

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.

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).

Modelling user behaviour in the HIS-POMDP dialogue manager

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

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

Diarmuid Ó Séaghdha, S. Young, A. Korhonen, 2017, arXiv.org.