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May, 2024
DuetSim: 使用双大型语言模型构建面向任务对话的用户模拟器
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
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Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang
TL;DR
DuetSim是一个利用大型语言模型的创新框架,通过采用两个语言模型来生成任务导向的对话,既增加了回答的多样性又提高了准确性,通过在MultiWOZ数据集上的实验证实了其效果。
Abstract
user simulators
play a pivotal role in training and evaluating
task-oriented dialogue systems
. Traditional
user simulators
typically rely
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