NLPExplorer

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

Baolin Peng | Xiujun Li | Lihong Li | Jianfeng Gao | Asli Celikyilmaz | Sungjin Lee | Kam-Fai Wong |

Paper Details:

Month: September
Year: 2017
Location: Copenhagen, Denmark
Venue: EMNLP |

Citations

URL

Structured Dialogue Policy with Graph Neural Networks
Lu Chen | Bowen Tan | Sishan Long | Kai Yu |

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Haoyang Wen | Yijia Liu | Wanxiang Che | Libo Qin | Ting Liu |

Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang | Xiujun Li | Jianfeng Gao | Chong Wang | Lihong Li | Tony Jebara |

A Teacher-Student Framework for Maintainable Dialog Manager
Weikang Wang | Jiajun Zhang | Han Zhang | Mei-Yuh Hwang | Chengqing Zong | Zhifei Li |

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su | Xiujun Li | Jianfeng Gao | Jingjing Liu | Yun-Nung Chen |

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
Bing Liu | Gokhan Tür | Dilek Hakkani-Tür | Pararth Shah | Larry Heck |

Learning to Map Context-Dependent Sentences to Executable Formal Queries
Alane Suhr | Srinivasan Iyer | Yoav Artzi |

Task-oriented Dialogue System for Automatic Diagnosis
Zhongyu Wei | Qianlong Liu | Baolin Peng | Huaixiao Tou | Ting Chen | Xuanjing Huang | Kam-fai Wong | Xiangying Dai |

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model
Stefan Ultes | Paweł Budzianowski | Iñigo Casanueva | Lina M. Rojas-Barahona | Bo-Hsiang Tseng | Yen-Chen Wu | Steve Young | Milica Gašić |

Adversarial Learning of Task-Oriented Neural Dialog Models
Bing Liu | Ian Lane |

Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning
Giovanni Yoko Kristianto | Huiwen Zhang | Bin Tong | Makoto Iwayama | Yoshiyuki Kobayashi |

https://datasets.maluuba.com/Frames

Field Of Study

Task

Language Understanding

Approach

Deep Learning

Language

English

Dataset

Spoken Dialog

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