Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems

17 May 2018

Papers citing "Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems"

22 / 22 papers shown

Title
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Yiming Li 52 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 31 5 0 16 May 2024
Enhancing End-to-End Multi-Task Dialogue Systems: A Study on Intrinsic Motivation Reinforcement Learning Algorithms for Improved Training and Adaptability Navin Kamuni Hardik Shah Sathishkumar Chintala Naveen Kunchakuri Sujatha Alla Old Dominion 42 19 0 31 Jan 2024
Adversarial learning of neural user simulators for dialogue policy optimisation Simon Keizer Caroline Dockes N. Braunschweiler Svetlana Stoyanchev R. Doddipatla 16 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 21 3 0 02 Apr 2023
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems Guangsen Wang Samson Tan Chenyu You Ganglu Wu Jimmy Au Steven C. H. Hoi 42 3 0 22 Nov 2022
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture Abhishek Sethi Zhijian Ou Yi Huang Junlan Feng RALM 21 1 0 13 Oct 2022
LAD: Language Models as Data for Zero-Shot Dialog Shikib Mehri Yasemin Altun M. Eskénazi 22 25 0 28 Jul 2022
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems Zhijian Ou Junlan Feng Juan-Zi Li Yakun Li Hong Liu Hao Peng Yi Huang Jiangjiang Zhao OffRL 30 9 0 06 Jul 2022
Dialogue Strategy Adaptation to New Action Sets Using Multi-dimensional Modelling Simon Keizer N. Braunschweiler Svetlana Stoyanchev R. Doddipatla OffRL 22 3 0 14 Apr 2022
Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead Hong Huang Boaz Carmeli Ateret Anaby-Tavor 35 2 0 24 Oct 2021
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue Moya Chen Paul A. Crook Stephen Roller ALM 48 7 0 13 Oct 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
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
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 42 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 30 19 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
A Corpus-free State2Seq User Simulator for Task-oriented Dialogue Yutai Hou Meng Fang Wanxiang Che Ting Liu OffRL 24 7 0 10 Sep 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform Sungjin Lee Qi Zhu Ryuichi Takanobu Xiang Li Yaoqin Zhang ... Jinchao Li Baolin Peng Xiujun Li Minlie Huang Jianfeng Gao VLM 27 110 0 18 Apr 2019
User Modeling for Task Oriented Dialogues Izzeddin Gur Dilek Z. Hakkani-Tür Gokhan Tur Pararth Shah 30 58 0 11 Nov 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 25 151 0 04 Jul 2018
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 57 117 0 30 Jun 2016