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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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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Structured Dialogue Policy with Graph Neural Networks
Lu Chen
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Bowen Tan
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Sishan Long
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Kai Yu
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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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Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng
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Xiujun Li
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Lihong Li
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Jianfeng Gao
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Asli Celikyilmaz
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Sungjin Lee
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Kam-Fai Wong
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XL-NBT: A Cross-lingual Neural Belief Tracking Framework
Wenhu Chen
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Jianshu Chen
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Yu Su
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Xin Wang
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Dong Yu
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Xifeng Yan
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William Yang Wang
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Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang
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Xiujun Li
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Jianfeng Gao
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Chong Wang
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Lihong Li
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Tony Jebara
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Decoupling Strategy and Generation in Negotiation Dialogues
He He
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Derek Chen
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Anusha Balakrishnan
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Percy Liang
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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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The Context-Dependent Additive Recurrent Neural Net
Quan Hung Tran
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Tuan Lai
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Gholamreza Haffari
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Ingrid Zukerman
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Trung Bui
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Hung Bui
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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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End-to-End Learning of Task-Oriented Dialogs
Bing Liu
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Ian Lane
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Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
He He
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Anusha Balakrishnan
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Mihail Eric
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Percy Liang
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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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Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
Andrea Madotto
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Chien-Sheng Wu
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Pascale Fung
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Sentiment Adaptive End-to-End Dialog Systems
Weiyan Shi
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Zhou Yu
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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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Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Pei-Hao Su
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Paweł Budzianowski
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Stefan Ultes
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Milica Gašić
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Steve Young
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Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models
Mayank Kulkarni
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Kristy Boyer
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Spoken Dialogue for Information Navigation
Alexandros Papangelis
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Panagiotis Papadakos
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Yannis Stylianou
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Yannis Tzitzikas
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Addressing Objects and Their Relations: The Conversational Entity Dialogue Model
Stefan Ultes
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Paweł Budzianowski
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Iñigo Casanueva
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Lina M. Rojas-Barahona
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Bo-Hsiang Tseng
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Yen-Chen Wu
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Steve Young
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Milica Gašić
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Adversarial Learning of Task-Oriented Neural Dialog Models
Bing Liu
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Ian Lane
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Dave the debater: a retrieval-based and generative argumentative dialogue agent
Dieu Thu Le
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Cam-Tu Nguyen
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Kim Anh Nguyen
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Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona
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Bo-Hsiang Tseng
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Yinpei Dai
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Clare Mansfield
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Osman Ramadan
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Stefan Ultes
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Michael Crawford
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Milica Gašić
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Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning
Giovanni Yoko Kristianto
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Huiwen Zhang
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Bin Tong
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Makoto Iwayama
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Yoshiyuki Kobayashi
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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/P17-1062
https://doi.org/10.18653/v1/P17-1062
http://arxiv.org/abs/1605.07683
https://arxiv.org/abs/1701.04024
https://doi.org/10.1109/ICASSP.2009.4960703
http://arxiv.org/abs/1610.04211
http://arxiv.org/abs/1603.09457
http://arxiv.org/abs/1611.06997
http://arxiv.org/abs/1606.04582
http://dl.acm.org/citation.cfm?id=3016387.3016435
http://arxiv.org/abs/1605.02688
http://arxiv.org/abs/1604.04562
http://arxiv.org/abs/1605.05110
http://arxiv.org/abs/1212.5701
Field Of Study
Linguistic Trends
Embeddings
Task
Language Understanding
ASR
Dataset
Spoken Dialog
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