SCM-based Fairness and Faithful Explainability for Legal Document Classification
arXiv:2610.00045v1 Announce Type: new Abstract: Transformer models such as LegalBERT are increasingly used in legal decision support, raising concerns about both fairness and the transparency of model explanations. These properties are usually evaluated separately, leaving open whether a debiasing…
Read the full story at arXiv cs.CL ↗
Timeline · 1 report
- 2026-10-02 04:00 · arXiv cs.CL
SCM-based Fairness and Faithful Explainability for Legal Document Classification