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20242026
most citedIs Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers

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cs.SE2025

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research

Shuo Yan, Ruochen Li, Ziming Luo +11

Large language model (LLM) agents have demonstrated remarkable potential in advancing scientific discovery. However, their capability in the fundamental yet crucial task of reprodu…