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2 results for “stereotype”

When Debiasing Backfires: Counterintuitive Side Effects of Preprocessing-Based Stereotype Mitigation

AI·The research finds that preprocessing-based stereotype mitigation in NLP can backfire by increasing stereotyping or counter-stereotyping for some groups relative to neutral baselines.

arXiv cs.CL·arxiv.org·23h ago·1.5Researchdebiasing stereotype nlp

Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration

AI·The paper presents a cost-efficient human-LLM collaborative annotation framework to construct the EspanSt stereotype dataset for non-English languages and underrepresented cultures.

arXiv cs.CL·arxiv.org·23h ago·1.4Researchstereotype llm annotation