most citedTowards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation

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cs.SE2026

Patch correctness in automated program repair: A five-dimensional evidence framework and cross-benchmark audit from classical repair to coding agents

Shuai Wu, Yanna Feng, Yufang Li +4

Tests guide automated program repair and determine which candidate patches are reported as successful. Repository-level coding agents extend this feedback loop by generating tests…