Multi-Class Vs. Multi-Label BERT for CVE-To-CWE Mapping: How Taxonomy Structure Shapes the Errors

Assigning Common Weakness Enumeration CWE categories to Common Vulnerabilities and Exposures CVE records remains an important but largely manual step in vulnerability analysis. We study this task as a text classification problem and compare two modelling choices: a \emphmulti-class formulation th...