Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments

Marc Feger, Katarina Boland, Stefan Dietze

Identifying arguments is a necessary prerequisite for various tasks in automated discourse analysis, particularly within contexts such as political debates, online discussions, and…