most citedMLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents

3 citations · 5 across the 2 of their papers we have counts for

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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…