2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments
ACL 2025long
Identifying arguments is a necessary prerequisite for various tasks in automated discourse analysis, particularly within contexts such as political debates, online discussions, and scientific reasoning. In addition to theoretical advances in understanding the constitution of arguments, a significant…