Regan Willis

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Publication activitypapers/week, last 8 weeks

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Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Xiang Guan (1)R. Newman-Norlund (1)Roger D. Newman-Norlund (1)Yong Yang (1)

Papers (1)

Aug 13, 2026

Xiang Guan +132w ago·also University of South Carolina

Perturbation-based Regional Interpretability through Subtraction Mapping (PRISM): naming-error dissociations in language models and post-stroke aphasia

PRISM reveals that large language models exhibit cognitive specialization akin to that of aphasic patients, challenging our understanding of LLM interpretability.

Xiang Guan, R. Newman-Norlund, Roger D. Newman-Norlund +11

Interpretability & Mechanistic Interp Natural Language Processing

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Regan Willis

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)