Deep Reinforcement Learning for Dialogue Generation

5 June 2016

Jiwei Li

Dan Jurafsky

Papers citing "Deep Reinforcement Learning for Dialogue Generation"

50 / 165 papers shown

Title
A Benchmark Dataset for Learning to Intervene in Online Hate Speech Jing Qian Anna Bethke Yinyin Liu E. Belding-Royer William Yang Wang 9 218 0 10 Sep 2019
Ensemble-Based Deep Reinforcement Learning for Chatbots Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Yongjin Cho Sungja Choi Satish Reddy Indurthi Seunghak Yu Hyungtak Choi Inchul Hwang J. Kim OffRL 13 70 0 27 Aug 2019
Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Sungja Choi Inchul Hwang J. Kim OffRL 34 6 0 27 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 27 46 0 23 Aug 2019
LSTM vs. GRU vs. Bidirectional RNN for script generation Sanidhya Mangal Poorva Joshi Rahul Modak 11 37 0 12 Aug 2019
Provably Efficient Reinforcement Learning with Linear Function Approximation Chi Jin Zhuoran Yang Zhaoran Wang Michael I. Jordan 19 539 0 11 Jul 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation Hainan Zhang Yanyan Lan Liang Pang J. Guo Xueqi Cheng 11 114 0 09 Jul 2019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes Chinnadhurai Sankar Sujith Ravi OffRL 19 33 0 05 Jul 2019
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections Ofir Nachum Yinlam Chow Bo Dai Lihong Li OffRL 9 327 0 10 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 27 90 0 04 Jun 2019
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 15 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 17 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 25 270 0 04 Apr 2019
Improve Diverse Text Generation by Self Labeling Conditional Variational Auto Encoder Yuchi Zhang Yongliang Wang Liping Zhang Zhiqiang Zhang Kun Gai 18 19 0 26 Mar 2019
Using Natural Language for Reward Shaping in Reinforcement Learning Prasoon Goyal S. Niekum Raymond J. Mooney LM&Ro 18 175 0 05 Mar 2019
Neural Packet Classification Eric Liang Hang Zhu Xin Jin Ion Stoica OffRL 24 120 0 27 Feb 2019
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 18 57 0 21 Jan 2019
Beyond Turing: Intelligent Agents Centered on the User M. Eskénazi Shikib Mehri E. Razumovskaia Tiancheng Zhao LLMAG 27 12 0 20 Jan 2019
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning Ziming Li Julia Kiseleva Maarten de Rijke 20 51 0 09 Dec 2018
Generating Responses Expressing Emotion in an Open-domain Dialogue System Chenyang Huang Osmar R. Zaïane 20 3 0 15 Nov 2018
Generating Multiple Diverse Responses for Short-Text Conversation Jun Gao Wei Bi Xiaojiang Liu Junhui Li Shuming Shi 17 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 17 0 0 07 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 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 18 293 0 16 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Mohit Bansal 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
Coherence Models for Dialogue Alessandra Cervone Evgeny A. Stepanov Giuseppe Riccardi 10 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 W. Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 17 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 21 30 0 11 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 11 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 19 38 0 16 May 2018
Graph Signal Sampling via Reinforcement Learning Oleksii Abramenko A. Jung 16 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 15 79 0 10 May 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Yu Wu Zhoujun Li M. Zhou 8 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 16 43 0 01 May 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 10 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 15 32 0 07 Apr 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 16 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 10 1,424 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 35 24 0 11 Dec 2017
Neural Response Generation with Dynamic Vocabularies Yu-Huan Wu Wei Yu Wu Dejian Yang Can Xu Zhoujun Li Ming Zhou 19 74 0 30 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade S. Scherer Debadeepta Dey 41 80 0 17 Nov 2017
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems Kaixiang Mo Yu Zhang Qiang Yang Pascale Fung 25 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 35 695 0 06 Nov 2017
Finding Dominant User Utterances And System Responses in Conversations Dhiraj Madan Sachindra Joshi 33 4 0 29 Oct 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 33 2,822 0 09 Aug 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback Khanh Nguyen Hal Daumé Jordan L. Boyd-Graber 22 135 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 19 220 0 29 Jun 2017