Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL

Samuel Coope | Tyler Farghly | Daniela Gerz | Ivan Vulić | Matthew Henderson |

Efficient Intent Detection with Dual Sentence Encoders ACL NLP4ConvAI WS

Iñigo Casanueva | Tadas Temčinas | Daniela Gerz | Matthew Henderson | Ivan Vulić |

ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP Findings

Matthew Henderson | Iñigo Casanueva | Nikola Mrkšić | Pei-Hao Su | Tsung-Hsien Wen | Ivan Vulić |

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP

Matthew Henderson | Ivan Vulić | Iñigo Casanueva | Paweł Budzianowski | Daniela Gerz | Sam Coope | Georgios Spithourakis | Tsung-Hsien Wen | Nikola Mrkšić | Pei-Hao Su |

Training Neural Response Selection for Task-Oriented Dialogue Systems ACL

Matthew Henderson | Ivan Vulić | Daniela Gerz | Iñigo Casanueva | Paweł Budzianowski | Sam Coope | Georgios Spithourakis | Tsung-Hsien Wen | Nikola Mrkšić | Pei-Hao Su |

A Repository of Conversational Datasets ACL WS

Matthew Henderson | Paweł Budzianowski | Iñigo Casanueva | Sam Coope | Daniela Gerz | Girish Kumar | Nikola Mrkšić | Georgios Spithourakis | Pei-Hao Su | Ivan Vulić | Tsung-Hsien Wen |

The Second Dialog State Tracking Challenge SIGDIAL WS

Matthew Henderson | Blaise Thomson | Jason D. Williams |

Word-Based Dialog State Tracking with Recurrent Neural Networks SIGDIAL WS

Matthew Henderson | Blaise Thomson | Steve Young |

POMDP-based dialogue manager adaptation to extended domains SIGDIAL WS

Milica Gašić | Catherine Breslin | Matthew Henderson | Dongho Kim | Martin Szummer | Blaise Thomson | Pirros Tsiakoulis | Steve Young |

Deep Neural Network Approach for the Dialog State Tracking Challenge SIGDIAL WS

Matthew Henderson | Blaise Thomson | Steve Young |

The Effect of Cognitive Load on a Statistical Dialogue System SIGDIAL WS

Milica Gašić | Pirros Tsiakoulis | Matthew Henderson | Blaise Thomson | Kai Yu | Eli Tzirkel | Steve Young |