Papers by Masoomali Fatehkia
FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models (2026.eacl-long)
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| Challenge: | Current content moderation filters focus on general safety and ignore cultural context . authors: FanarGuard improves accuracy and provides a practical step toward context-sensitive safeguards. |
| Approach: | They propose a bilingual moderation filter that evaluates both safety and cultural alignment in Arabic and English. |
| Outcome: | The proposed moderation filter performs better with human annotations than state-of-the-art filters on safety benchmarks. |