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
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 101 14 0 07 Oct 2021
Actionable Entities Recognition Benchmark for Interactive Fiction Alexey Tikhonov Ivan P. Yamshchikov 29 1 0 28 Sep 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 24 0 0 23 Sep 2021
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules Forough Arabshahi Jennifer Lee Antoine Bosselut Yejin Choi Tom Michael Mitchell LRM 11 17 0 17 Sep 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 23 9 0 14 Sep 2021
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward Zhe Hu Zhiwei Cao Hou Pong Chan Jiachen Liu Xinyan Xiao Jinsong Su Hua-Hong Wu 24 9 0 14 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 14 6 0 07 Sep 2021
How to Evaluate Your Dialogue Models: A Review of Approaches Xinmeng Li Wansen Wu Long Qin Quanjun Yin ELM 22 8 0 03 Aug 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 13 6 0 01 Aug 2021
Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers Mika Hämäläinen Khalid Alnajjar ELM LM&MA 25 16 0 31 Jul 2021
Know Deeper: Knowledge-Conversation Cyclic Utilization Mechanism for Open-domain Dialogue Generation Yajing Sun Yue Hu Luxi Xing Yuqiang Xie Xiangpeng Wei 34 3 0 16 Jul 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland Julia Kreutzer AAML 21 45 0 16 Jun 2021
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders Bin Sun Shaoxiong Feng Yiwei Li Jiamou Liu Kan Li 13 31 0 07 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Fei Wu Jiwei Li Tianwei Zhang AAML SILM 21 47 0 03 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 2021
A Simulated Experiment to Explore Robotic Dialogue Strategies for People with Dementia Fengpei Yuan A. Sadovnik Ran Zhang Devin M. Casenhiser Eun Jin Paek Si On Yoon Xiaopeng Zhao 17 5 0 18 Apr 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Cynthia Rudin Chaofan Chen Zhi Chen Haiyang Huang Lesia Semenova Chudi Zhong FaML AI4CE LRM 50 651 0 20 Mar 2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 36 37 0 16 Feb 2021
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms Chi Jin Qinghua Liu Sobhan Miryoosefi OffRL 24 212 0 01 Feb 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 272 0 23 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 11 11 0 20 Jan 2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 17 138 0 19 Jan 2021
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation Junyi Li Tianyi Tang Gaole He Jinhao Jiang Xiaoxuan Hu Puzhao Xie Zhipeng Chen Zhuohao Yu Wayne Xin Zhao Ji-Rong Wen 30 25 0 06 Jan 2021
CASS: Towards Building a Social-Support Chatbot for Online Health Community Liuping Wang Dakuo Wang Feng Tian Zhenhui Peng Xiangmin Fan Zhan Zhang Shuai Ma Mo Yu Xiaojuan Ma Hongan Wang AI4MH 10 45 0 04 Jan 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 39 73 0 01 Jan 2021
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Fei Wu Rui Yan Jiwei Li 16 28 0 30 Dec 2020
Where Are You? Localization from Embodied Dialog Meera Hahn Jacob Krantz Dhruv Batra Devi Parikh James M. Rehg Stefan Lee Peter Anderson LM&Ro 14 27 0 16 Nov 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Mohit Bansal OffRL 25 6 0 15 Nov 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 16 44 0 01 Oct 2020
Predicting User Engagement Status for Online Evaluation of Intelligent Assistants Rui Meng Zhen Yue A. Glass 13 2 0 01 Oct 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 19 9 0 26 Aug 2020
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 35 146 0 13 Jul 2020
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning Siqi Bao H. He Fan Wang Hua-Hong Wu Haifeng Wang Wenquan Wu Zhen Guo Zhibin Liu Xinchao Xu 16 137 0 30 Jun 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 13 13 0 07 Jun 2020
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia Karthik Gopalakrishnan Seokhwan Kim Yang Liu Mihail Eric Dilek Z. Hakkani-Tür 16 28 0 26 May 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation Zhiliang Tian Wei Bi Dongkyu Lee Lanqing Xue Yiping Song Xiaojiang Liu N. Zhang 19 25 0 13 May 2020
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task Katya Kudashkina Valliappa Chockalingam Graham W. Taylor Michael H. Bowling OffRL LLMAG 17 2 0 28 Apr 2020
Adaptive Reward-Poisoning Attacks against Reinforcement Learning Xuezhou Zhang Yuzhe Ma Adish Singla Xiaojin Zhu AAML 13 124 0 27 Mar 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 25 11 0 26 Mar 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 40 57 0 17 Mar 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation Haiyan Yin Dingcheng Li Xu Li P. Li 24 23 0 12 Mar 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng Hongshen Chen Kan Li Dawei Yin GAN 41 25 0 04 Mar 2020
"Love is as Complex as Math": Metaphor Generation System for Social Chatbot Danning Zheng Ruihua Song Tianran Hu Hao Fu Jin Zhou 11 14 0 03 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 24 81 0 02 Jan 2020
Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He Wenliang Chen Yuyi Wang Wei Zhang Guanchu Wang Min Zhang SSL AI4TS 12 17 0 28 Nov 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 13 45 0 25 Nov 2019
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference Haoyu Song Weinan Zhang Jingwen Hu Ting Liu 17 73 0 14 Nov 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning Jingjing Wang Changlong Sun Shoushan Li Jiancheng Wang Luo Si Min Zhang Xiaozhong Liu Guodong Zhou 11 22 0 21 Oct 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue Jun Quan Deyi Xiong Bonnie Webber Changjian Hu LRM 12 58 0 26 Sep 2019
Learning Rhyming Constraints using Structured Adversaries Harsh Jhamtani Sanket Vaibhav Mehta J. Carbonell Taylor Berg-Kirkpatrick GAN 11 12 0 15 Sep 2019