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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Bhuwan Dhingra
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Lihong Li
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Xiujun Li
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Jianfeng Gao
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Yun-Nung Chen
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Faisal Ahmed
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Li Deng
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Context-Sensitive Generation of Open-Domain Conversational Responses
Weinan Zhang
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Yiming Cui
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Yifa Wang
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Qingfu Zhu
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Lingzhi Li
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Lianqiang Zhou
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Ting Liu
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Modeling Multi-turn Conversation with Deep Utterance Aggregation
Zhuosheng Zhang
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Jiangtong Li
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Pengfei Zhu
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Hai Zhao
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Gongshen Liu
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Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Haoyang Wen
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Yijia Liu
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Wanxiang Che
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Libo Qin
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Ting Liu
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Deep Learning for Dialogue Systems
Yun-Nung Chen
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Asli Celikyilmaz
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Dilek Hakkani-Tür
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Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
Nayeon Lee
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Chien-Sheng Wu
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Pascale Fung
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Thread Popularity Prediction and Tracking with a Permutation-invariant Model
Hou Pong Chan
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Irwin King
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A Teacher-Student Framework for Maintainable Dialog Manager
Weikang Wang
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Jiajun Zhang
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Han Zhang
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Mei-Yuh Hwang
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Chengqing Zong
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Zhifei Li
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Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su
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Xiujun Li
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Jianfeng Gao
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Jingjing Liu
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Yun-Nung Chen
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Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
Xinnuo Xu
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Ondřej Dušek
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Ioannis Konstas
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Verena Rieser
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Frustratingly Easy Model Ensemble for Abstractive Summarization
Hayato Kobayashi
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End-to-End Task-Completion Neural Dialogue Systems
Xiujun Li
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Yun-Nung Chen
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Lihong Li
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Jianfeng Gao
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Asli Celikyilmaz
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Open-Domain Neural Dialogue Systems
Yun-Nung Chen
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Jianfeng Gao
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Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
Bing Liu
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Gokhan Tür
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Dilek Hakkani-Tür
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Pararth Shah
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Larry Heck
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How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Shang-Yu Su
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Pei-Chieh Yuan
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Yun-Nung Chen
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Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
Shang-Yu Su
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Kai-Ling Lo
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Yi-Ting Yeh
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Yun-Nung Chen
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End-to-End Learning of Task-Oriented Dialogs
Bing Liu
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Ian Lane
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Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams
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Kavosh Asadi
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Geoffrey Zweig
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Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures
Wenqiang Lei
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Xisen Jin
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Min-Yen Kan
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Zhaochun Ren
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Xiangnan He
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Dawei Yin
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An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking
Puyang Xu
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Qi Hu
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Knowledge Diffusion for Neural Dialogue Generation
Shuman Liu
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Hongshen Chen
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Zhaochun Ren
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Yang Feng
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Qun Liu
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Dawei Yin
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Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Baolin Peng
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Xiujun Li
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Jianfeng Gao
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Jingjing Liu
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Kam-Fai Wong
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Adversarial Learning of Task-Oriented Neural Dialog Models
Bing Liu
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Ian Lane
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A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
Wafa Aissa
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Laure Soulier
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Ludovic Denoyer
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Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management
Atsushi Saito
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https://doi.org/10.18653/v1/P17-1045
https://doi.org/10.18653/v1/P17-1045
https://github.com/MiuLab/TC-Bot
http://imdbpy.sourceforge.net/
Field Of Study
Linguistic Trends
Discourse
Syntax
Task
Language Understanding
Semantic Parsing
Question Answering
Machine Translation
ASR
Spoken Language Processing
Dataset
Chat
Spoken Dialog
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