NLPExplorer

Multi-domain Dialog State Tracking using Recurrent Neural Networks

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

Paper Details:

Month: July
Year: 2015
Location: Beijing, China
Venue: ACL | IJCNLP |

Citations

URL

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
Lina M. Rojas-Barahona | Milica Gašić | Nikola Mrkšić | Pei-Hao Su | Stefan Ultes | Tsung-Hsien Wen | Steve Young |

Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Lina M. Rojas-Barahona | Pei-Hao Su | Stefan Ultes | David Vandyke | Steve Young |

XL-NBT: A Cross-lingual Neural Belief Tracking Framework
Wenhu Chen | Jianshu Chen | Yu Su | Xin Wang | Dong Yu | Xifeng Yan | William Yang Wang |

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Paweł Budzianowski | Tsung-Hsien Wen | Bo-Hsiang Tseng | Iñigo Casanueva | Stefan Ultes | Osman Ramadan | Milica Gašić |

A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen | David Vandyke | Nikola Mrkšić | Milica Gašić | Lina M. Rojas-Barahona | Pei-Hao Su | Stefan Ultes | Steve Young |

Integrated Learning of Dialog Strategies and Semantic Parsing
Aishwarya Padmakumar | Jesse Thomason | Raymond J. Mooney |

Diversifying Neural Conversation Model with Maximal Marginal Relevance
Yiping Song | Zhiliang Tian | Dongyan Zhao | Ming Zhang | Rui Yan |

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
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
Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gašić | Lina M. Rojas-Barahona | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young |

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić | Goran Glavaš | Nikola Mrkšić | Anna Korhonen |

Feudal Reinforcement Learning for Dialogue Management in Large Domains
Iñigo Casanueva | Paweł Budzianowski | Pei-Hao Su | Stefan Ultes | Lina M. Rojas-Barahona | Bo-Hsiang Tseng | Milica Gašić |

Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams | Kavosh Asadi | Geoffrey Zweig |

Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić | Diarmuid Ó Séaghdha | Tsung-Hsien Wen | Blaise Thomson | Steve Young |

An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking
Puyang Xu | Qi Hu |

Global-Locally Self-Attentive Encoder for Dialogue State Tracking
Victor Zhong | Caiming Xiong | Richard Socher |

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić | Ivan Vulić | Diarmuid Ó Séaghdha | Ira Leviant | Roi Reichart | Milica Gašić | Anna Korhonen | Steve Young |

Learning Domain-Independent Dialogue Policies via Ontology Parameterisation
Zhuoran Wang | Tsung-Hsien Wen | Pei-Hao Su | Yannis Stylianou |

Using phone features to improve dialogue state tracking generalisation to unseen states
Iñigo Casanueva | Thomas Hain | Mauro Nicolao | Phil Green |

Towards Using Conversations with Spoken Dialogue Systems in the Automated Assessment of Non-Native Speakers of English
Diane Litman | Steve Young | Mark Gales | Kate Knill | Karen Ottewell | Rogier van Dalen | David Vandyke |

Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking
Glorianna Jagfeld | Ngoc Thang Vu |

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
Paweł Budzianowski | Stefan Ultes | Pei-Hao Su | Nikola Mrkšić | Tsung-Hsien Wen | Iñigo Casanueva | Lina M. Rojas-Barahona | Milica Gašić |

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Pei-Hao Su | Paweł Budzianowski | Stefan Ultes | Milica Gašić | Steve Young |

No URLs Found

Field Of Study

Task

Language Understanding Tagging Sentiment Analysis ASR

Language

Chinese

Dataset

Spoken Dialog

Similar Papers

How Language Processing Constrains (Computational) Natural Language Processing: A Cognitive Perspective

Prakash Mondal |

Multimedia Presentation of Grammatical Description: Design Issues

Simon Musgrave |

Sequencing in a Connectionist Model of Language Processing

Michael GASSER | Michael G. DYER |

DATR: A Language for Lexical Knowledge Representation

Roger Evans | Gerald Gazdar |

Book Reviews: Speaking: From Intention to Articulation

M. Martin Taylor | Insup Taylor |