Anurag Mahipal

Indian Institute of Technology Jammu

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Publication activitypapers/week, last 8 weeks

Research focus

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

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Uma Ranjan (1)Kunal Tilaganji (1)Aditya Koul (1)Dashpreet Singh (1)

Papers (1)

Aug 11, 2026

IIT1w ago·also Microsoft Research, SCB Dental College and Hospital

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement

Abstaining from uncertain predictions can enhance LLM accuracy in medical applications by 9.6 percentage points, transforming uncertainty into a strategic advantage.

Uma Ranjan, Kunal Tilaganji, Aditya Koul +9

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

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Anurag Mahipal

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)