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Vipin Gyanchandani | Lattice

Vipin Gyanchandani

CVS Health ®

Papers on Lattice

1

Total citations

0

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3

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Mohit Singh Chauhan (1)Dylan Bouchard (1)

Papers (1)

Aug 25, 2026

CVS Health ®3d ago

When Do Supervised UQ Ensembles Improve LLM Hallucination Detection? A Robustness Study

Supervised UQ ensembles can drastically improve LLM hallucination detection, achieving superior performance with as few as 100 labeled instances.

Mohit Singh Chauhan, Vipin Gyanchandani, Dylan Bouchard

Eval Frameworks & Benchmarks Natural Language Processing Red-Teaming & Adversarial Robustness