most citedCoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

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cs.CL2025

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Guangtao Zeng, Maohao Shen, Delin Chen +8

Language models (LMs) perform well on standardized coding benchmarks but struggle with real-world software engineering tasks such as resolving GitHub issues in SWE-Bench, especiall…