AIBearisharXiv – CS AI · 15h ago6/10
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Annotator Positionality as Signal: Psychometric Weighting for Anti-Autistic Ableism Detection
Researchers developed a bias-aware evaluation framework to detect anti-autistic ableism in large language models, using psychometrically-weighted annotations from autistic community members as ground truth. The study reveals that LLMs frequently produce harmful outputs, misclassify community language, and rely on surface-level keyword matching rather than contextual understanding of speaker identity and intent.