Guilt by Association: Semantic Leakage Drives Associative Gender Bias
arXiv:2610.28944v1 Announce Type: new Abstract: Semantic leakage occurs when a concept in the prompt steers model generation about an entity, even though the concept is irrelevant to it (e.g., a person who likes yellow is said to work as a school bus driver). It has mostly been studied in settings…
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- 2026-10-22 04:00 · arXiv cs.CL
Guilt by Association: Semantic Leakage Drives Associative Gender Bias