A Generative User Simulator with GPT-based Architecture and Goal State
Tracking for Reinforced Multi-Domain Dialog Systems

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A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems

17 October 2022

Zhijian Ou

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Papers citing "A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems"

11 / 11 papers shown

Title
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems Zhengyuan Liu Stella Xin Yin Geyu Lin Nancy F. Chen AI4Ed 103 4 0 10 Apr 2024
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 212 192 0 29 Sep 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 71 54 0 25 Jul 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 62 58 0 10 Jun 2021
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 84 190 0 07 Dec 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 65 67 0 17 Sep 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 100 55 0 08 Apr 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 93 106 0 12 Feb 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 234 7,520 0 02 Oct 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 73 142 0 23 Feb 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 180 1,323 0 29 Sep 2018