Continuously Learning Neural Dialogue Management

8 June 2016

Papers citing "Continuously Learning Neural Dialogue Management"

50 / 58 papers shown

Title
Dialog Action-Aware Transformer for Dialog Policy Learning Huimin Wang Wai-Chung Kwan Kam-Fai Wong OffRL 21 1 0 05 Sep 2023
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn Y. Gal Sebastian Farquhar 49 36 0 15 Dec 2022
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning Siddharth Verma Justin Fu Mengjiao Yang Sergey Levine OffRL 26 44 0 18 Apr 2022
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems Charles Burton Snell Mengjiao Yang Justin Fu Yi Su Sergey Levine 21 22 0 18 Apr 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-chin Lin Shutong Feng Milica Gavsić CLL OffRL 44 14 0 12 Apr 2022
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning Wai-Chung Kwan Hongru Wang Huimin Wang Kam-Fai Wong OffRL 38 43 0 28 Feb 2022
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning Yangyang Zhao Zhenyu Wang Zhenhua Huang OffRL 26 18 0 28 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A Survey Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 18 216 0 17 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 14 0 0 05 Dec 2020
Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation Thibault Cordier Tanguy Urvoy L. Rojas-Barahona F. Lefèvre 29 5 0 25 Nov 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 19 9 0 19 Jul 2020
Adaptive Dialog Policy Learning with Hindsight and User Modeling Yan Cao Keting Lu Xiaoping Chen Shiqi Zhang 8 11 0 07 May 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 30 18 0 21 Apr 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Generative Dialog Policy for Task-oriented Dialog Systems Tian Lan Xian-Ling Mao Heyan Huang 27 0 0 17 Sep 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 28 6 0 15 Aug 2019
LSTM vs. GRU vs. Bidirectional RNN for script generation Sanidhya Mangal Poorva Joshi Rahul Modak 19 37 0 12 Aug 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 29 36 0 02 Jun 2019
What's to know? Uncertainty as a Guide to Asking Goal-oriented Questions Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton Van Den Hengel 19 20 0 16 Dec 2018
Gold Seeker: Information Gain from Policy Distributions for Goal-oriented Vision-and-Langauge Reasoning Ehsan Abbasnejad Iman Abbasnejad Qi Wu Javen Qinfeng Shi Anton Van Den Hengel OffRL 30 5 0 16 Dec 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 9 43 0 19 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 670 0 21 Sep 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 23 187 0 06 Sep 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung (Vivian) Chen OffRL 27 67 0 28 Aug 2018
Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner Yury Zemlyanskiy Fei Sha 19 20 0 21 Aug 2018
Goal-oriented Dialogue Policy Learning from Failures Keting Lu Shiqi Zhang Xiaoping Chen OffRL 17 29 0 20 Aug 2018
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach Iulian Serban Chinnadhurai Sankar Michael Pieper Joelle Pineau Yoshua Bengio OffRL 19 29 0 12 Jul 2018
Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems V. Ilievski OffRL 9 4 0 03 Jun 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 26 43 0 08 May 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning Da Tang Xiujun Li Jianfeng Gao Chong-Jun Wang Lihong Li Tony Jebara 9 50 0 20 Apr 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 22 11 0 16 Apr 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains I. Casanueva Paweł Budzianowski Pei-hao Su Stefan Ultes L. Rojas-Barahona Bo-Hsiang Tseng Milica Gasic 8 49 0 08 Mar 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning V. Ilievski C. Musat Andreea Hossmann Michael Baeriswyl OffRL 11 68 0 01 Feb 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Kam-Fai Wong Shang-Yu Su OffRL 14 156 0 18 Jan 2018
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient Li Zhou Kevin Small Oleg Rokhlenko Charles Elkan OffRL 14 41 0 07 Dec 2017
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning Qi Wu Peng Wang Chunhua Shen Ian Reid Anton Van Den Hengel GAN 32 129 0 21 Nov 2017
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung (Vivian) Chen Kam-Fai Wong 15 65 0 31 Oct 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 36 234 0 07 Sep 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 16 129 0 01 Jul 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
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning Paweł Budzianowski Stefan Ultes Pei-hao Su N. Mrksic Tsung-Hsien Wen I. Casanueva L. Rojas-Barahona Milica Gasic 11 49 0 19 Jun 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules Ivan Vulić N. Mrksic Roi Reichart Diarmuid Ó Séaghdha S. Young Anna Korhonen 31 48 0 01 Jun 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 34 200 0 24 Apr 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning Baolin Peng Xiujun Li Lihong Li Jianfeng Gao Asli Celikyilmaz Sungjin Lee Kam-Fai Wong BDL 30 190 0 10 Apr 2017
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems Xiujun Li Yun-Nung (Vivian) Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 25 33 0 21 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung (Vivian) Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 22 366 0 03 Mar 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 14 334 0 10 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 897 0 23 Jan 2017