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cs.AI2025
Evaluating Implicit Biases in LLM Reasoning through Logic Grid Puzzles
Fatima Jahara, Mark Dredze, Sharon Levy
While recent safety guardrails effectively suppress overtly biased outputs, subtler forms of social bias emerge during complex logical reasoning tasks that evade current evaluation…
cs.CL2025
Characterizing Selective Refusal Bias in Large Language Models
Adel Khorramrouz, Sharon Levy
Safety guardrails in large language models(LLMs) are developed to prevent malicious users from generating toxic content at a large scale. However, these measures can inadvertently…