2017

Pdf Export Search A Network-based End-to-End Trainable Task-oriented Dialogue System
[E17-1042]: Tsung-Hsien Wen | David Vandyke | Nikola Mrkšić | Milica Gasic | Lina M. Rojas Barahona | Pei-Hao Su | Stefan Ultes | Steve Young

Pdf Export Search PyDial: A Multi-domain Statistical Dialogue System Toolkit
[P17-4013]: Stefan Ultes | Lina M. Rojas Barahona | Pei-Hao Su | David Vandyke | Dongho Kim | Iñigo Casanueva | Paweł Budzianowski | Nikola Mrkšić | Tsung-Hsien Wen | Milica Gasic | Steve Young

Pdf Export Search Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
[W17-5509]: Stefan Ultes | Paweł Budzianowski | Iñigo Casanueva | Nikola Mrkšić | Lina M. Rojas Barahona | Pei-Hao Su | Tsung-Hsien Wen | Milica Gasic | Steve Young

Pdf Export Search Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
[W17-5512]: Paweł Budzianowski | Stefan Ultes | Pei-Hao Su | Nikola Mrkšić | Tsung-Hsien Wen | Iñigo Casanueva | Lina M. Rojas Barahona | Milica Gasic

Pdf Export Search Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
[W17-5518]: Pei-Hao Su | Paweł Budzianowski | Stefan Ultes | Milica Gasic | Steve Young

Pdf Export Search DialPort, Gone Live: An Update After A Year of Development
[W17-5521]: Kyusong Lee | Tiancheng Zhao | Yulun Du | Edward Cai | Allen Lu | Eli Pincus | David Traum | Stefan Ultes | Lina M. Rojas Barahona | Milica Gasic | Steve Young | Maxine Eskenazi

2016

Pdf Export Search Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
[C16-1025]: Lina M. Rojas Barahona | Milica Gasic | Nikola Mrkšić | Pei-Hao Su | Stefan Ultes | Tsung-Hsien Wen | Steve Young

Pdf Export Search Conditional Generation and Snapshot Learning in Neural Dialogue Systems
[D16-1233]: Tsung-Hsien Wen | Milica Gasic | Nikola Mrkšić | Lina M. Rojas Barahona | Pei-Hao Su | Stefan Ultes | David Vandyke | Steve Young

Pdf Export Search On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
[P16-1230]: Pei-Hao Su | Milica Gasic | Nikola Mrkšić | Lina M. Rojas Barahona | Stefan Ultes | David Vandyke | Tsung-Hsien Wen | Steve Young

2015

Pdf Export Search Attachment Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
[D15-1199]: Tsung-Hsien Wen | Milica Gasic | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young

Pdf Export Search Multi-domain Dialog State Tracking using Recurrent Neural Networks
[P15-2130]: Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gasic | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young

Pdf Export Search Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
[W15-4639]: Tsung-Hsien Wen | Milica Gasic | Dongho Kim | Nikola Mrksic | Pei-Hao Su | David Vandyke | Steve Young

Pdf Export Search Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management
[W15-4653]: Lu Chen | Pei-Hao Su | Milica Gasic

Pdf Export Search Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems
[W15-4655]: Pei-Hao Su | David Vandyke | Milica Gasic | Nikola Mrksic | Tsung-Hsien Wen | Steve Young

2013

Pdf Export Search Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search
[W13-4026]: Helen Hastie | Marie-Aude Aufaure | Panos Alexopoulos | Heriberto Cuayáhuitl | Nina Dethlefs | Milica Gasic | James Henderson | Oliver Lemon | Xingkun Liu | Peter Mika | Nesrine Ben Mustapha | Verena Rieser | Blaise Thomson | Pirros Tsiakoulis | Yves Vanrompay

Pdf Export Search POMDP-based dialogue manager adaptation to extended domains
[W13-4035]: Milica Gasic | Catherine Breslin | Matthew Henderson | Dongho Kim | Martin Szummer | Blaise Thomson | Pirros Tsiakoulis | Steve Young

2010

Pdf Export Search Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning
[P10-1157]: Francois Mairesse | Milica Gasic | Filip Jurcicek | Simon Keizer | Blaise Thomson | Kai Yu | Steve Young

Pdf Export Search Parameter estimation for agenda-based user simulation
[W10-4323]: Simon Keizer | Milica Gasic | Filip Jurcicek | Francois Mairesse | Blaise Thomson | Kai Yu | Steve Young

Pdf Export Search Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers
[W10-4334]: Milica Gasic | Filip Jurcicek | Simon Keizer | Francois Mairesse | Blaise Thomson | Kai Yu | Steve Young