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National Yang Ming Chiao Tung University, Taiwan
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Expert alignment is hard not just because of model limitations, but because human subjective evaluation is a moving target.
Ditch the polarity labels: SemEval-2026's DimABSA task reveals how modeling sentiment along valence-arousal dimensions unlocks nuanced understanding in both aspect-based sentiment analysis and stance detection.
