In-Context Learning User Simulators for Task-Oriented Dialog Systems

In-Context Learning User Simulators for Task-Oriented Dialog Systems

1 June 2023

Silvia Terragni

Modestas Filipavicius

Papers citing "In-Context Learning User Simulators for Task-Oriented Dialog Systems"

12 / 12 papers shown

Title
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models Xiaoyan Zhao Yang Deng Wenjie Wang Hongzhan Lin Hong Cheng Rui Zhang See-Kiong Ng Tat-Seng Chua 40 0 0 09 Apr 2025
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity Yerong Li Yiren Liu Yun Huang 48 0 0 06 Jan 2025
Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification Junhua Liu Yong Keat Tan Bin Fu Kwan Hui Lim 64 1 0 21 Nov 2024
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions Jingheng Ye Yong Jiang Xiaobin Wang Hai-Tao Zheng Yangning Li Hai-Tao Zheng Pengjun Xie Fei Huang 40 2 0 01 Jul 2024
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
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems Zhengyuan Liu Stella Xin Yin Geyu Lin Nancy F. Chen AI4Ed 34 4 0 10 Apr 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 36 6 0 04 Apr 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems Ivan Sekulić Silvia Terragni Victor Guimaraes Nghia Khau Bruna Guedes Modestas Filipavicius A. Manso Roland Mathis 38 5 0 20 Feb 2024
Controllable Dialogue Simulation with In-Context Learning Zekun Li Wenhu Chen Shiyang Li Hong Wang Jingu Qian Xi Yan 136 44 0 09 Oct 2022
Few Shot Dialogue State Tracking using Meta-learning Saket Dingliwal Bill Gao Sanchit Agarwal Chien-Wei Lin Tagyoung Chung Dilek Z. Hakkani-Tür OffRL 49 21 0 17 Jan 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 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