Jimmy Wang

Columbia University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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

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Thomas Zollo (1)Richard Zemel (1)

Papers (1)

Apr 21, 2026

1w ago

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation

Reasoning LLMs can now produce well-calibrated confidence estimates without labels or repeated sampling, unlocking more reliable real-world deployment.

Thomas Zollo, Jimmy Wang, Richard Zemel

Eval Frameworks & Benchmarks Natural Language Processing Reasoning & Chain-of-Thought

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Jimmy Wang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)