MVD trains a multi-lingual CodeBERT classifier with a focal-plus-logit-adjustment loss and distillation-based incremental learning, claiming large gains over single-language baselines that mostly vanish under fair comparison.
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MVD: A Multi-Lingual Software Vulnerability Detection Framework
MVD trains a multi-lingual CodeBERT classifier with a focal-plus-logit-adjustment loss and distillation-based incremental learning, claiming large gains over single-language baselines that mostly vanish under fair comparison.