A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems

30 June 2016

Papers citing "A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems"

23 / 23 papers shown

Title
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang X. Li S. M. I. Simon X. Yang Li Zhou Feng Jiang H. Li 42 0 0 26 Feb 2025
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues Xiang Luo Zhiwen Tang Jin Wang Xuejie Zhang 26 4 0 16 May 2024
Adversarial learning of neural user simulators for dialogue policy optimisation Simon Keizer Caroline Dockes N. Braunschweiler Svetlana Stoyanchev R. Doddipatla 14 0 0 01 Jun 2023
An End-to-End Human Simulator for Task-Oriented Multimodal Human-Robot Collaboration Afagh Mehri Shervedani S. Li Natawut Monaikul Bahareh Abbasi Barbara Maria Di Eugenio Milos Zefran 11 3 0 02 Apr 2023
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 28 21 0 18 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 30 42 0 28 Feb 2022
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 24 0 0 23 Sep 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 11 53 0 25 Jul 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
Towards Emotion-Aware User Simulator for Task-Oriented Dialogue Rui Zhang Kai-Li Yin Li-Wei Li 27 2 0 19 Nov 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 34 59 0 28 Sep 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 19 18 0 21 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 19 54 0 08 Apr 2020
Towards Personalized Dialog Policies for Conversational Skill Discovery Maryam Fazel-Zarandi Sampat Biswas Ryan Summers Ahmed Elmalt Andy McCraw Michael McPhilips John Peach 17 4 0 15 Nov 2019
A Corpus-free State2Seq User Simulator for Task-oriented Dialogue Yutai Hou Meng Fang Wanxiang Che Ting Liu OffRL 22 7 0 10 Sep 2019
Guiding Policies with Language via Meta-Learning John D. Co-Reyes Abhishek Gupta Suvansh Sanjeev Nick Altieri Jacob Andreas John DeNero Pieter Abbeel Sergey Levine LM&Ro 26 62 0 19 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 0 21 Sep 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 16 151 0 04 Jul 2018
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems Florian Kreyssig I. Casanueva Paweł Budzianowski Milica Gasic 17 74 0 17 May 2018
Learning Robust Dialog Policies in Noisy Environments Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney A. Geramifard 35 24 0 11 Dec 2017
The BURCHAK corpus: a Challenge Data Set for Interactive Learning of Visually Grounded Word Meanings Yanchao Yu Arash Eshghi Gregory J. Mills Oliver Lemon 23 8 0 29 Sep 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