Xi Chen
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Auto-Research Arena: Benchmarking and Advancing Auto-Research in Language Modeling
According to the abstract, Chen, Ge, Xu and colleagues introduce a benchmark for autonomous research systems on language-model pretraining with nine targets. They evaluate seven research harnesses with two foundation models and report that a simple sequential search baseline beats several sophisticated methods.