Nathan Lambert

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Recommendation & Information Retrieval (1)Red-Teaming & Adversarial Robustness (1)

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Michael Noukhovitch (1)Hamish Ivison (1)Aaron C. Courville (1)

Papers (1)

Sep 11, 2026

MilaSep 11, 2026

Learning to Solve Hard Problems in RL for LLMs by Never Giving Up

NGU, a simple adaptive sampling method that keeps generating samples for a problem until one is correct, is introduced, a simple adaptive sampling method that naturally uses fewer samples to filter out easy problems and allocates more compute to solving harder problems.

Michael Noukhovitch, Hamish Ivison, Nathan Lambert +1

Eval Frameworks & Benchmarks Recommendation & Information Retrieval Red-Teaming & Adversarial Robustness

Nathan Lambert

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Nathan Lambert

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)