Abin Roy

IIT Madras, Calicut Medical College

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)

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Ajmal M. (1)Afthab Salam Kanniyan (1)Jawadh Abdul Kabeer (1)Jerin James (1)

Papers (1)

Jun 30, 2026

1w ago·also Calicut Medical College, MBZUAI

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

LLMs can exhibit a staggering 68.6% mismatch between their reasoning and final diagnostic outputs, raising serious concerns about their reliability in clinical settings.

Ajmal M., Abin Roy, Afthab Salam Kanniyan +4

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

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Abin Roy

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)