Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

10 February 2017

Papers citing "Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning"

50 / 57 papers shown

Title
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 63 1 0 03 Feb 2025
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 53 10 0 28 Aug 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 31 57 0 13 Apr 2023
Conversational Tree Search: A New Hybrid Dialog Task Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 51 7 0 17 Mar 2023
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jorge Armando Mendez Mendez Alborz Geramifard Mohammad Ghavamzadeh Bing-Quan Liu OffRL 29 6 0 01 Jul 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 24 0 0 27 Sep 2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems Di Jin Shuyang Gao Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 24 7 0 18 Sep 2021
How to Evaluate Your Dialogue Models: A Review of Approaches Xinmeng Li Wansen Wu Long Qin Quanjun Yin ELM 30 8 0 03 Aug 2021
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling Di Jin Seokhwan Kim Dilek Z. Hakkani-Tür 29 14 0 16 Jun 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 35 3 0 14 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 56 270 0 10 May 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems Anish Acharya Suranjit Adhikari Sanchit Agarwal Vincent Auvray Nehal Belgamwar ... Vittorio Perera Abhishek Sethi Minmin Shen N. Strom Eddie Wang 30 22 0 19 Apr 2021
A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting Kun Qian Wei Wei Zhou Yu 21 8 0 06 Apr 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems Derek Chen Howard Chen Yi Yang A. Lin Zhou Yu 17 65 0 01 Apr 2021
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles Jiahuan Pei Pengjie Ren Maarten de Rijke 14 24 0 16 Feb 2021
Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models Jan Pichl Petro Marek Jakub Konrád Martin Matulík Jan Sedivý 14 20 0 06 Nov 2020
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 27 127 0 06 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 27 60 0 04 Oct 2020
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI Katya Kudashkina P. Pilarski R. Sutton KELM 25 6 0 27 Aug 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra VLM EgoV 39 15 0 24 Jul 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
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 33 125 0 11 May 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui-cang Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 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 19 0 21 Apr 2020
If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills Ziang Xiao Michelle X. Zhou Wenxi Chen Huahai Yang C. Chi 27 93 0 05 Feb 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 30 20 0 07 Jan 2020
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 21 45 0 25 Nov 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks Yuchang Sun Sungjin Lee Yaliang Li Jun Zhang 24 11 0 03 Oct 2019
Dialogue Transformers Vladimir Vlasov Johannes E. M. Mosig Alan Nichol 27 56 0 01 Oct 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 23 69 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 42 6 0 27 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
Are You for Real? Detecting Identity Fraud via Dialogue Interactions Weikang Wang Jiajun Zhang Q. Li Chengqing Zong Zhifei Li 21 17 0 19 Aug 2019
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection Jiahuan Pei Arent Stienstra Julia Kiseleva Maarten de Rijke 27 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 28 21 0 12 Jun 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 35 36 0 02 Jun 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 22 133 0 28 May 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 19 35 0 27 May 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 20 431 0 21 May 2019
Few-Shot Generalization Across Dialogue Tasks Vladimir Vlasov Akela Drissner-Schmid Alan Nichol 19 33 0 28 Nov 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen OffRL 27 67 0 28 Aug 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 29 33 0 19 Aug 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation ZhuoSheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 27 251 0 24 Jun 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation Haoyang Wen Yijia Liu Wanxiang Che Libo Qin Ting Liu 33 54 0 12 Jun 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 26 43 0 01 May 2018
Sentiment Adaptive End-to-End Dialog Systems Weiyan Shi Zhou Yu 21 79 0 28 Apr 2018
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation Christopher Tegho Paweł Budzianowski Milica Gasic 35 8 0 30 Nov 2017