State of Bias Mitigation in AI

3 papers · avg viability 5.0

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KnowBias: Mitigating Social Bias in LLMs via Know-Bias Neuron Enhancement(8.0)
Evaluating Social Bias in RAG Systems: When External Context Helps and Reasoning Hurts(5.0)
Self-Blinding and Counterfactual Self-Simulation Mitigate Biases and Sycophancy in Large Language Models(2.0)