BriefGPT.xyz
Apr, 2022
论说服的一维响应理论框架
An Item Response Theory Framework for Persuasion
HTML
PDF
Anastassia Kornilova, Daniel Argyle, Vladimir Eidelman
TL;DR
利用IRT模型和三个数据集,包括一个新颖的政治倡导数据集,对语言中的争论说服力进行了分析,通过多种风格和内容表示法表现出分离这些组件的优势,包括评估模型生成的演讲者嵌入与现实世界关于可说服性的观察的相似性。
Abstract
In this paper, we apply
item response theory
, popular in education and political science research, to the analysis of
argument persuasiveness
in language. We empirically evaluate the model's performance on three
→