Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning

8 June 2016

Papers citing "Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning"

41 / 41 papers shown

Title
ChatShop: Interactive Information Seeking with Language Agents Sanxing Chen Sam Wiseman Bhuwan Dhingra KELM 31 7 0 15 Apr 2024
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 32 4 0 24 Oct 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 24 7 0 25 Jul 2022
A Spoken Drug Prescription Dataset in French for Spoken Language Understanding A. Kocabiyikoglu Franccois Portet Prudence Gibert H. Blanchon Jean-Marc Babouchkine Gaetan Gavazzi 16 2 0 17 Jul 2022
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jorge Armando Mendez Mendez Alborz Geramifard Mohammad Ghavamzadeh Bing-Quan Liu OffRL 25 6 0 01 Jul 2022
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases Marius Gassen Benjamin Hättasch Benjamin Hilprecht Nadja Geisler Alexander Fraser Carsten Binnig 15 0 0 26 Mar 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 35 42 0 28 Feb 2022
Every time I fire a conversational designer, the performance of the dialog system goes down Giancarlo A. Xompero Michele Mastromattei Samir Salman Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto 19 0 0 27 Sep 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 21 6 0 01 Aug 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 268 0 10 May 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 44 73 0 01 Jan 2021
Keep CALM and Explore: Language Models for Action Generation in Text-based Games Shunyu Yao Rohan Rao Matthew J. Hausknecht Karthik Narasimhan LLMAG LM&Ro 13 126 0 06 Oct 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 36 9 0 10 Jun 2020
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption Hongyin Luo Shang-Wen Li James R. Glass BDL MedIm 21 9 0 19 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 25 125 0 11 May 2020
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task Katya Kudashkina Valliappa Chockalingam Graham W. Taylor Michael Bowling OffRL LLMAG 33 2 0 28 Apr 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
Learning to Ask Medical Questions using Reinforcement Learning Uri Shaham Tom Zahavy C. Caraballo S. Mahajan D. Massey H. Krumholz OOD 19 1 0 31 Mar 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 21 23 0 17 Jan 2020
Towards Personalized Dialog Policies for Conversational Skill Discovery Maryam Fazel-Zarandi Sampat Biswas Ryan Summers Ahmed Elmalt Andy McCraw Michael McPhilips John Peach 25 4 0 15 Nov 2019
Using a KG-Copy Network for Non-Goal Oriented Dialogues Debanjan Chaudhuri Md. Rony Simon Jordan Jens Lehmann 19 12 0 17 Oct 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 13 89 0 28 Aug 2019
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection Jiahuan Pei Arent Stienstra Julia Kiseleva Maarten de Rijke 22 6 0 16 Jun 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems Weikang Wang Jiajun Zhang Q. Li M. Hwang Chengqing Zong Zhifei Li CLL 12 20 0 12 Jun 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 25 36 0 02 Jun 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 11 35 0 27 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 19 5 0 07 May 2019
User Modeling for Task Oriented Dialogues Izzeddin Gur Dilek Z. Hakkani-Tür Gokhan Tur Pararth Shah 14 58 0 11 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 37 668 0 21 Sep 2018
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer 13 26 0 10 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 25 67 0 28 Aug 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 19 76 0 13 May 2018
Sentiment Adaptive End-to-End Dialog Systems Weiyan Shi Zhou Yu 16 79 0 28 Apr 2018
Learning Robust Dialog Policies in Noisy Environments Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney A. Geramifard 38 24 0 11 Dec 2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management I. Casanueva Paweł Budzianowski Pei-hao Su N. Mrksic Tsung-Hsien Wen Stefan Ultes L. Rojas-Barahona S. Young Milica Gasic OffRL 25 54 0 29 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
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao Allen Lu Kyusong Lee M. Eskénazi AuLLM 31 87 0 26 Jun 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung (Vivian) Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 19 366 0 03 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung (Vivian) Chen OffRL 22 164 0 17 Dec 2016