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annotation 1competence development 1human-in-the-loop 1large language models 1social influence detection 1

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cs.CL2026

How Annotation Trains Annotators: Competence Development in Social Influence Recognition

Maciej Markiewicz, Beata Bajcar, Wiktoria Mieleszczenko-Kowszewicz +8

The paper studies how the process of annotating social influence techniques in dialogues can improve annotators' competence and confidence, and shows that these competence gains af…