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Shuang Li

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#machine learning Preprint Sep 2026

GenLimitLib: A Formal Library for Language Generation in the Limit and AI-Assisted Mathematical Research

We present GenLimitLib, a source-aligned Lean 4 library for language generation in the limit. Introduced by Kleinberg and Mullainathan at NeurIPS 2024, language generation in the limit studies a theoretical question motivated by LLMs: how to generate valid new strings from observed examples. This young and rapidly evol...

Shuang Li, Peng Zhang · 0 citations

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