technique
Walton's argumentation schemes
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walton-s-argumentation-schemes-f09c04f8·1 events·first seen 6d agoAliases: Walton's argumentation schemes
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Annotated dataset for enthymeme detection in political tweets with disagreement-aware training
Researchers present a dataset of 1,482 politically controversial tweets annotated by five annotators for enthymemes — arguments with unstated premises or conclusions — designed to study label variation rather than eliminate it. Annotation guidelines are grounded in Walton's argumentation schemes, and the paper includes a complexity analysis of cognitive load in the task. Preliminary experiments show that models trained on annotator disagreement outperform those trained on hard majority-vote labels, suggesting value in preserving annotation disagreement for subjective NLP tasks.