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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
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 112 1 0 03 Feb 2025
Leveraging Knowledge Graph Embedding for Effective Conversational Recommendation Yunwen Xia Hui Fang Zhiyuan Zhao Xuelong Li 42 0 0 02 Aug 2024
ChatShop: Interactive Information Seeking with Language Agents Sanxing Chen Sam Wiseman Bhuwan Dhingra KELM 99 11 0 15 Apr 2024
Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation Meng Cao Lei Shu Lei Yu Yun Zhu Nevan Wichers Yinxiao Liu Lei Meng OffRL ALM 49 7 0 14 Jan 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 64 5 0 27 Dec 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions Libo Qin Wenbo Pan Qiguang Chen Lizi Liao Zhou Yu Yue Zhang Wanxiang Che Min Li 93 13 0 15 Nov 2023
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 82 0 0 03 Nov 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values Hannah Rose Kirk Andrew M. Bean Bertie Vidgen Paul Röttger Scott A. Hale ALM 113 50 0 11 Oct 2023
Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games Yizhe Zhang Jiarui Lu Navdeep Jaitly LRM ELM 71 13 0 02 Oct 2023
LLMRec: Benchmarking Large Language Models on Recommendation Task Junling Liu Chao-Hong Liu Peilin Zhou Qichen Ye Dading Chong ... Yueqi Xie Dongyuan Li Shoujin Wang Chenyu You Philip S.Yu ALM LRM 71 34 0 23 Aug 2023
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics Eda Okur Saurav Sahay Roddy Fuentes Alba L. Nachman 70 6 0 07 Nov 2022
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning A. Rangi Haifeng Xu Long Tran-Thanh M. Franceschetti AAML OffRL 70 24 0 29 Aug 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick Ng Zhiguo Wang Bing Xiang 63 5 0 10 Jun 2022
NLU for Game-based Learning in Real: Initial Evaluations Eda Okur Saurav Sahay L. Nachman LLMAG 31 2 0 27 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System Eda Okur Saurav Sahay L. Nachman 55 25 0 09 May 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding Shenmin Zhang Jin Wang Haitao Jiang Rui Song FAtt 69 3 0 22 Apr 2022
Recent Progress in Conversational AI Zijun Xue Ruirui Li Mingda Li VLM LLMAG 63 2 0 08 Apr 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 68 26 0 07 Feb 2022
Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users Matthieu Riou Bassam Jabaian Stéphane Huet F. Lefèvre OffRL 50 0 0 25 Oct 2021
Knowledge Graph-enhanced Sampling for Conversational Recommender System Mengyuan Zhao Xiaowen Huang Lixi Zhu Jitao Sang Jian Yu 45 3 0 13 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 77 0 0 13 Oct 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 70 0 0 23 Sep 2021
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation Changzhen Ji Yating Zhang Xiaozhong Liu Adam Jatowt Changlong Sun Conghui Zhu Tiejun Zhao 53 1 0 20 Aug 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 60 6 0 01 Aug 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 96 54 0 25 Jul 2021
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field Yining Huang Meilian Chen Keke Tang 55 3 0 14 Jun 2021
High-Quality Diversification for Task-Oriented Dialogue Systems Zhiwen Tang Hrishikesh Kulkarni Grace Hui Yang 43 9 0 02 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 89 91 0 02 Jun 2021
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation Shuhe Wang Yuxian Meng Xiaofei Sun Leilei Gan Rongbin Ouyang Rui Yan Tianwei Zhang Jiwei Li 66 15 0 30 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 279 0 10 May 2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Debanjan Chaudhuri Md. Rony Jens Lehmann 66 12 0 30 Mar 2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 86 37 0 16 Feb 2021
Converse, Focus and Guess -- Towards Multi-Document Driven Dialogue Han Liu Caixia Yuan Xiaojie Wang Yushu Yang Huixing Jiang Zhongyuan Wang 106 1 0 04 Feb 2021
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning Yangyang Zhao Zhenyu Wang Zhenhua Huang OffRL 150 19 0 28 Dec 2020
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 81 55 0 22 Dec 2020
VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning Thomas Carta Subhajit Chaudhury Kartik Talamadupula Michiaki Tatsubori 24 3 0 26 Oct 2020
Improving Dialog Systems for Negotiation with Personality Modeling Runzhe Yang Jingxiao Chen Karthik Narasimhan 106 51 0 20 Oct 2020
MEEP: An Open-Source Platform for Human-Human Dialog Collection and End-to-End Agent Training Arkady Arkhangorodsky Amittai Axelrod Christopher Chu Scot Fang Yiqi Huang Ajay Nagesh Xing Shi Boliang Zhang Kevin Knight LLMAG VLM AuLLM 16 2 0 09 Oct 2020
Towards Topic-Guided Conversational Recommender System Kun Zhou Yuanhang Zhou Wayne Xin Zhao Xiaoke Wang Ji-Rong Wen 67 204 0 08 Oct 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games Subhajit Chaudhury Daiki Kimura Kartik Talamadupula Michiaki Tatsubori Asim Munawar Ryuki Tachibana OffRL 53 10 0 24 Sep 2020
SUMBT+LaRL: Effective Multi-domain End-to-end Neural Task-oriented Dialog System Hwaran Lee Seokhwan Jo Hyungjun Kim Sangkeun Jung Tae-Yoon Kim OffRL 91 6 0 22 Sep 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems Ziming Li Julia Kiseleva Maarten de Rijke OffRL 59 22 0 21 Sep 2020
Robust Conversational AI with Grounded Text Generation Jianfeng Gao Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden H. Shum 71 21 0 07 Sep 2020
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI Katya Kudashkina P. Pilarski R. Sutton KELM 82 6 0 27 Aug 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 78 9 0 19 Jul 2020
Optimizing Interactive Systems via Data-Driven Objectives Ziming Li Julia Kiseleva A. Grotov Maarten de Rijke Harrie Oosterhuis OffRL 38 3 0 19 Jun 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 90 9 0 10 Jun 2020
Offline and Online Satisfaction Prediction in Open-Domain Conversational Systems J. Choi Ali Ahmadvand Eugene Agichtein OffRL 57 28 0 02 Jun 2020
Variational Reward Estimator Bottleneck: Learning Robust Reward Estimator for Multi-Domain Task-Oriented Dialog Jeiyoon Park Chanhee Lee Kuekyeng Kim Heuiseok Lim OffRL 40 0 0 31 May 2020
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation Ryuichi Takanobu Qi Zhu Jinchao Li Baolin Peng Jianfeng Gao Minlie Huang 51 43 0 15 May 2020