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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

3 September 2016

Li Deng

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Papers citing "Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access"

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Title
Adaptive Dialog Policy Learning with Hindsight and User Modeling Yan Cao Keting Lu Xiaoping Chen Shiqi Zhang 150 11 0 07 May 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 81 20 0 05 May 2020
Unsupervised Learning of KB Queries in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam OffRL 63 7 0 30 Apr 2020
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task Katya Kudashkina Valliappa Chockalingam Graham W. Taylor Michael Bowling OffRL LLMAG 59 2 0 28 Apr 2020
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness Zheng Zhang Lizi Liao Xiaoyan Zhu Tat-Seng Chua Zitao Liu Yan Huang Minlie Huang LLMAG 106 20 0 21 Apr 2020
Guided Dialog Policy Learning without Adversarial Learning in the Loop Ziming Li Sungjin Lee Baolin Peng Jinchao Li Julia Kiseleva Maarten de Rijke Shahin Shayandeh Jianfeng Gao 125 14 0 07 Apr 2020
Adaptive Reward-Poisoning Attacks against Reinforcement Learning Xuezhou Zhang Yuzhe Ma Adish Singla Xiaojin Zhu AAML 108 128 0 27 Mar 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 175 182 0 17 Mar 2020
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation Piji Li 87 15 0 09 Mar 2020
A Multimodal Dialogue System for Conversational Image Editing Tzu-Hsiang Lin Trung Bui Doo Soon Kim Jean Oh 23 9 0 16 Feb 2020
Adjusting Image Attributes of Localized Regions with Low-level Dialogue Tzu-Hsiang Lin Alexander I. Rudnicky Trung Bui Doo Soon Kim Jean Oh 20 4 0 11 Feb 2020
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu Cen Chen Jiafeng Guo Yongfeng Zhang W. Bruce Croft Haiqing Chen 122 39 0 03 Feb 2020
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning Firas Kassawat Debanjan Chaudhuri Jens Lehmann AuLLM 57 7 0 28 Jan 2020
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions Saurav Sahay Shachi H. Kumar Eda Okur Haroon Syed L. Nachman 42 13 0 20 Dec 2019
Knowledge-based Conversational Search Svitlana Vakulenko 59 13 0 14 Dec 2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 68 7 0 04 Dec 2019
Corpus-Level End-to-End Exploration for Interactive Systems Zhiwen Tang G. Yang LLMAG 41 4 0 23 Nov 2019
DialogAct2Vec: Towards End-to-End Dialogue Agent by Multi-Task Representation Learning Zhuoxuan Jiang Ziming Huang Dong Sheng Li Xian-Ling Mao EgoV 57 2 0 11 Nov 2019
A Re-classification of Information Seeking Tasks and Their Computational Solutions Zhiwen Tang Grace Hui Yang 36 7 0 26 Sep 2019
Task-Oriented Conversation Generation Using Heterogeneous Memory Networks Zehao Lin Xinjing Huang Feng Ji Haiqing Chen Yin Zhang 89 19 0 25 Sep 2019
Domain Transfer in Dialogue Systems without Turn-Level Supervision Joachim Bingel Victor Petrén Bach Hansen Ana Valeria González Paweł Budzianowski Isabelle Augenstein Anders Søgaard OffRL 72 2 0 16 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 100 62 0 15 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 63 235 0 11 Sep 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 113 92 0 28 Aug 2019
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking Qingbin Liu Shizhu He Kang Liu Shengping Liu Jun Zhao 26 1 0 21 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting Sebastian Borgeaud Guy Edward Toh Emerson 56 20 0 17 Aug 2019
Towards End-to-End Learning for Efficient Dialogue Agent by Modeling Looking-ahead Ability Zhuoxuan Jiang Xian-Ling Mao Ziming Huang Jie Ma Shaochun Li 64 6 0 15 Aug 2019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes Chinnadhurai Sankar Sujith Ravi OffRL 68 33 0 05 Jul 2019
Deep Conversational Recommender in Travel Lizi Liao Ryuichi Takanobu Yunshan Ma Xun Yang Minlie Huang Tat-Seng Chua BDL 75 47 0 25 Jun 2019
Domain Adaptive Dialog Generation via Meta Learning Kun Qian Zhou Yu VLM OffRL 85 130 0 08 Jun 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 63 36 0 02 Jun 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 110 134 0 28 May 2019
Dual Supervised Learning for Natural Language Understanding and Generation Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 146 38 0 15 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 71 5 0 07 May 2019
A Hybrid Retrieval-Generation Neural Conversation Model Liu Yang Junjie Hu Minghui Qiu Chen Qu Jianfeng Gao W. Bruce Croft Xiaodong Liu Yelong Shen Jingjing Liu 71 90 0 19 Apr 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 94 142 0 23 Feb 2019
Generating Dialogue Agents via Automated Planning A. Botea Christian Muise Shubham Agarwal Öznur Alkan Ondrej Bajgar ... Luis A. Lastras Radu Marinescu Josef Ondrej Pablo Pedemonte Miroslav Vodolán 41 16 0 02 Feb 2019
Joint Entity Linking with Deep Reinforcement Learning Zheng Fang Yanan Cao Dongjie Zhang Q. Li Zhenyu Zhang Yanbing Liu 79 95 0 01 Feb 2019
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems Rahul Goel Shachi Paul Tagyoung Chung Jérémie Lecomte Arindam Mandal Dilek Z. Hakkani-Tür 61 15 0 30 Nov 2018
Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations Lili Yao Ruijian Xu Chong Li Dongyan Zhao Rui Yan 48 9 0 19 Nov 2018
Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning Yuexin Wu Xiujun Li Jingjing Liu Jianfeng Gao Yiming Yang 76 45 0 19 Nov 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 48 1 0 09 Nov 2018
Temporal Regularization in Markov Decision Process Pierre Thodoroff A. Durand Joelle Pineau Doina Precup 84 15 0 01 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
Efficient Dialog Policy Learning via Positive Memory Retention Rui Zhao Volker Tresp 93 10 0 02 Oct 2018
Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager Matthieu Riou Bassam Jabaian Stéphane Huet F. Lefèvre OffRL 15 2 0 01 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 169 679 0 21 Sep 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 51 4 0 19 Sep 2018
Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation Shang-Yu Su Yun-Nung Chen 73 7 0 19 Sep 2018
Better Conversations by Modeling,Filtering,and Optimizing for Coherence and Diversity Xinnuo Xu Ondrej Dusek Ioannis Konstas Verena Rieser 60 65 0 18 Sep 2018