Milica Gasic
机构: Professor, Heinrich-Heine-University Düsseldorf
每年引用次数
引用次数
引用: 10,999
H-指数: 40
I10-指数 : 84
出版物: 142
The Effect of Cognitive Load on a Statistical Dialogue System
Pirros Tsiakoulis , Blaise Thomson , Steve Young , Matthew Henderson
annual meeting of the special interest group on discourse and dialogue 74 -78
6
2012
Research data supporting "Discriminative spoken language understanding using word confusion networks"
Pirros Tsiakoulis , Milica Gasic , Blaise Thomson , Matthew Henderson
University of Cambridge
1
2012
Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers
Francois Mairesse , Filip Jurcicek , Milica Gasic , Blaise Thomson
annual meeting of the special interest group on discourse and dialogue 201 -204
89
2010
Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning
Francois Mairesse , Filip Jurcicek , Milica Gasic , Blaise Thomson
meeting of the association for computational linguistics 1552 -1561
107
2010
Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system
Olivier Pietquin , Lucie Daubigney , Milica Gasic , Steve J. Young
conference of the international speech communication association 1301 -1304
32
2011
POMDP-based dialogue manager adaptation to extended domains
Martin Szummer , Pirros Tsiakoulis , Milica Gasic , Steve Young
annual meeting of the special interest group on discourse and dialogue 214 -222
85
2013
A Network-based End-to-End Trainable Task-oriented Dialogue System
Stefan Ultes , Nikola Mrksic , Lina M. Rojas-Barahona , Milica Gasic
arXiv: Computation and Language
1,106
2016
Research data supporting "On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems"
Stefan Ultes , Nikola Mrksic , Lina Rojas-Barahona , Milica Gasic
University of Cambridge
2
2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Stefan Ultes , Nikola Mrksic , Lina M. Rojas-Barahona , Milica Gasic
arXiv: Computation and Language
83
2016
Research data supporting “Dialogue manager domain adaptation using Gaussian process reinforcement learning”
Milica Gasic
University of Cambridge
2016
Research Data Supporting "Multi-domain Neural Network Language Generation for Spoken Dialogue Systems"
Milica Gasic , David Vandyke , Su Pei-Hao , Steve Young
University of Cambridge
2016
Research data supporting "Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems"
Nikola Mrksic , Milica Gasic , David Vandyke , Steve Young
University of Cambridge
11
2015
Data for Policy Committee for adaptation in multi-domain spoken dialogue systems
Milica Gasic
University of Cambridge
2015
Two alternative frameworks for deploying spoken dialogue systems to mobile platforms for evaluation “in the wild”
Yves Vanrompay , Oliver Lemon , Marie-Aude Aufaure , Nina Dethlefs
18th Workshop on the Semantics and Pragmatics of Dialogue
2014
Data for Multi-agent learning in multi-domain spoken dialogue systems
Milica Gasic
University of Cambridge
2015
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
Stefan Ultes , Nikola Mrksic , Inigo Casanueva , Lina Rojas-Barahona
arXiv: Computation and Language
53
2017
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Stefan Ultes , Milica Gasic , Steve Young , Pei-Hao Su
arXiv: Computation and Language
131
2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
Stefan Ultes , Nikola Mrksic , Iñigo Casanueva , Lina Maria Rojas-Barahona
arXiv: Machine Learning
51
2017
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
Inigo Casanueva , Milica Gasic , Pawel Budzianowski , Florian Kreyssig
arXiv: Computation and Language
51
2018
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems
Stefan Ultes , Inigo Casanueva , Milica Gasic , Pawel Budzianowski
arXiv: Computation and Language
11
2018
Steve Young Pei-Hao Su Tsung-Hsien Wen Nikola Mrkšić David Vandyke Stefan Ultes Lina Maria Rojas Barahona François Mairesse Simon Keizer Filip Jurcicek Pirros Tsiakoulis Dongho Kim Matthew Henderson Martin Szummer Jason D. Williams Helen Hastie (née Wright) Heriberto Cuayáhuitl Nina Dethlefs James Henderson