Deep Reinforcement Learning for Dialogue Generation

5 June 2016

Jiwei Li

Dan Jurafsky

Papers citing "Deep Reinforcement Learning for Dialogue Generation"

50 / 218 papers shown

Title
Exploiting Persona Information for Diverse Generation of Conversational Responses Haoyu Song Weinan Zhang Yiming Cui Dong Wang Ting Liu 19 135 0 29 May 2019
Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators Sanghyun Yi Rahul Goel Chandra Khatri Alessandra Cervone Tagyoung Chung Behnam Hedayatnia Anu Venkatesh Raefer Gabriel Dilek Z. Hakkani-Tür 20 60 0 30 Apr 2019
Review-Driven Answer Generation for Product-Related Questions in E-Commerce Shiqian Chen Chenliang Li Feng Ji Wei Zhou Haiqing Chen 33 49 0 27 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 27 271 0 04 Apr 2019
Improve Diverse Text Generation by Self Labeling Conditional Variational Auto Encoder Yuchi Zhang Yongliang Wang Liping Zhang Qing Cui Kun Gai 22 19 0 26 Mar 2019
Using Natural Language for Reward Shaping in Reinforcement Learning Prasoon Goyal S. Niekum Raymond J. Mooney LM&Ro 41 175 0 05 Mar 2019
Neural Packet Classification Eric Liang Hang Zhu Xin Jin Ion Stoica OffRL 35 120 0 27 Feb 2019
What makes a good conversation? How controllable attributes affect human judgments A. See Stephen Roller Douwe Kiela Jason Weston 28 286 0 22 Feb 2019
The Second Conversational Intelligence Challenge (ConvAI2) Emily Dinan V. Logacheva Valentin Malykh Alexander H. Miller Kurt Shuster ... Alexander I. Rudnicky Jason Williams Joelle Pineau Andrey Kravchenko Jason Weston DRL 40 361 0 31 Jan 2019
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 24 57 0 21 Jan 2019
Beyond Turing: Intelligent Agents Centered on the User M. Eskénazi Shikib Mehri E. Razumovskaia Tiancheng Zhao LLMAG 29 12 0 20 Jan 2019
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning Ziming Li Julia Kiseleva Maarten de Rijke 25 51 0 09 Dec 2018
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 24 381 0 17 Nov 2018
Generating Responses Expressing Emotion in an Open-domain Dialogue System Chenyang Huang Osmar R. Zaïane 28 3 0 15 Nov 2018
Generating Multiple Diverse Responses for Short-Text Conversation Jun Gao Wei Bi Xiaojiang Liu Junhui Li Shuming Shi 30 56 0 14 Nov 2018
The RLLChatbot: a solution to the ConvAI challenge Nicolas Angelard-Gontier Koustuv Sinha Peter Henderson Iulian Serban Michael Noseworthy Prasanna Parthasarathi Joelle Pineau OffRL 33 0 0 07 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 669 0 21 Sep 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 32 294 0 16 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints Ashutosh Baheti Alan Ritter Jiwei Li W. Dolan 23 90 0 04 Sep 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 33 818 0 21 Aug 2018
Coherence Models for Dialogue Alessandra Cervone Evgeny A. Stepanov Giuseppe Riccardi 23 24 0 21 Jun 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce Minghui Qiu Liu Yang Feng Ji Weipeng Zhao Wenmeng Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 28 24 0 14 Jun 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models Minjia Zhang Xiaodong Liu Wenhan Wang Jianfeng Gao Yuxiong He 23 30 0 11 Jun 2018
Deep Reinforcement Learning for Chinese Zero pronoun Resolution Qingyu Yin Yu Zhang Weinan Zhang Ting Liu William Yang Wang 27 49 0 10 Jun 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou T. Zhao LMTD 21 98 0 29 May 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 27 38 0 16 May 2018
Graph Signal Sampling via Reinforcement Learning Oleksii Abramenko A. Jung 24 5 0 15 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 0 10 May 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Wu Zhoujun Li M. Zhou 27 38 0 07 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 23 43 0 01 May 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 22 11 0 16 Apr 2018
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis Chih-Wei Lee Yau-Shian Wang Tsung-Yuan Hsu Kuan-Yu Chen Hung-yi Lee Lin-Shan Lee 25 32 0 07 Apr 2018
Valuing knowledge, information and agency in Multi-agent Reinforcement Learning: a case study in smart buildings H. Kazmi Johan A. K. Suykens Johan Driesen AI4CE 6 8 0 09 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 28 545 0 23 Feb 2018
Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method Wei Li Zheng Yang Xu Sun MedIm LM&MA 24 26 0 27 Jan 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 55 1,430 0 22 Jan 2018
Learning Robust Dialog Policies in Noisy Environments Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney A. Geramifard 41 24 0 11 Dec 2017
Neural Response Generation with Dynamic Vocabularies Yu-Huan Wu Wei Wu Dejian Yang Can Xu Zhoujun Li Ming Zhou 26 74 0 30 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 41 80 0 17 Nov 2017
MojiTalk: Generating Emotional Responses at Scale Xianda Zhou William Yang Wang 30 203 0 11 Nov 2017
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems Kaixiang Mo Yu Zhang Qiang Yang Pascale Fung 33 15 0 11 Nov 2017
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 38 695 0 06 Nov 2017
Finding Dominant User Utterances And System Responses in Conversations Dhiraj Madan Sachindra Joshi 41 4 0 29 Oct 2017
Evaluating Visual Conversational Agents via Cooperative Human-AI Games Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh 30 78 0 17 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback Khanh Nguyen Hal Daumé Jordan L. Boyd-Graber 30 135 0 24 Jul 2017
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management Pei-hao Su Paweł Budzianowski Stefan Ultes Milica Gasic S. Young OffRL 14 129 0 01 Jul 2017
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation Shikhar Sharma Layla El Asri Hannes Schulz Jeremie Zumer 26 220 0 29 Jun 2017
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao Allen Lu Kyusong Lee M. Eskénazi AuLLM 39 87 0 26 Jun 2017