How to Build User Simulators to Train RL-based Dialog Systems

How to Build User Simulators to Train RL-based Dialog Systems

3 September 2019

Kun Qian

Papers citing "How to Build User Simulators to Train RL-based Dialog Systems"

17 / 17 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 47 0 0 26 Feb 2025
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation Eilam Shapira Reut Apel Moshe Tennenholtz Roi Reichart Roi Reichart 34 1 0 17 May 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing Hao Yan Saurabh Srivastava Yintao Tai Sida I. Wang Wen-tau Yih Ziyu Yao 32 17 0 14 May 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 56 23 0 30 Nov 2022
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 37 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 28 9 0 06 Jul 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Pengjie Ren Zhumin Chen Maarten de Rijke Z. Ren ELM 25 5 0 02 Apr 2022
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
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
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
Towards Emotion-Aware User Simulator for Task-Oriented Dialogue Rui Zhang Kai-Li Yin Li-Wei Li 38 2 0 19 Nov 2020
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 17 59 0 24 Oct 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
Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies Weiyan Shi Xuewei Wang Y. Oh Jingwen Zhang Saurav Sahay Zhou Yu 30 85 0 13 Jan 2020
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