A Generative Model for Joint Natural Language Understanding and Generation ACL

Bo-Hsiang Tseng | Jianpeng Cheng | Yimai Fang | David Vandyke |

Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue SIGDIAL

Olivier Pietquin | Smaranda Muresan | Vivian Chen | Casey Kennington | David Vandyke | Nina Dethlefs | Koji Inoue | Erik Ekstedt | Stefan Ultes |

A Network-based End-to-End Trainable Task-oriented Dialogue System EACL

Tsung-Hsien Wen | David Vandyke | Nikola Mrkšić | Milica Gašić | Lina M. Rojas-Barahona | Pei-Hao Su | Stefan Ultes | Steve Young |

PyDial: A Multi-domain Statistical Dialogue System Toolkit ACL

Stefan Ultes | Lina M. Rojas-Barahona | Pei-Hao Su | David Vandyke | Dongho Kim | Iñigo Casanueva | Paweł Budzianowski | Nikola Mrkšić | Tsung-Hsien Wen | Milica Gašić | Steve Young |

Conditional Generation and Snapshot Learning in Neural Dialogue Systems EMNLP

Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Lina M. Rojas-Barahona | Pei-Hao Su | Stefan Ultes | David Vandyke | Steve Young |

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems NAACL

Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Lina M. Rojas-Barahona | Pei-Hao Su | David Vandyke | Steve Young |

Counter-fitting Word Vectors to Linguistic Constraints NAACL

Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gašić | Lina M. Rojas-Barahona | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young |

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems ACL

Pei-Hao Su | Milica Gašić | Nikola Mrkšić | Lina M. Rojas-Barahona | Stefan Ultes | David Vandyke | Tsung-Hsien Wen | Steve Young |

Towards Using Conversations with Spoken Dialogue Systems in the Automated Assessment of Non-Native Speakers of English SIGDIAL WS

Diane Litman | Steve Young | Mark Gales | Kate Knill | Karen Ottewell | Rogier van Dalen | David Vandyke |

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

Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young |

Multi-domain Dialog State Tracking using Recurrent Neural Networks ACL IJCNLP

Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gašić | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young |

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

Tsung-Hsien Wen | Milica Gašić | Dongho Kim | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young |

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

Pei-Hao Su | David Vandyke | Milica Gašić | Nikola Mrkšić | Tsung-Hsien Wen | Steve Young |