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From Specialization to Generalization: Instruction-tuned LLMs for Robust Harmful Content Mitigation

arXiv cs.CL ↗ · 2026-08-27 Cached

This paper investigates instruction-tuning general-purpose LLMs for robust harmful content mitigation, specifically hate speech detection, using a unified corpus of 36 datasets, achieving state-of-the-art performance and enhanced cross-domain and cross-lingual generalization.

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