Tasnim M. A. Zayet

Comparing matched records of the same cases under fixed labels and splits in three systems showed different patterns: the NHTSA defect summary remained strongest under every model family tested, whereas the ASRS analyst synopsis outperformed the reporter narrative under learned sequence models but not under lexical baselines.