Bias Mitigation in AI Comparison Hub
3 papers - avg viability 5.0
Top Papers
- KnowBias: Mitigating Social Bias in LLMs via Know-Bias Neuron Enhancement(8.0)
KnowBias reduces social biases in LLMs through neuron enhancement, preserving model performance.
- Evaluating Social Bias in RAG Systems: When External Context Helps and Reasoning Hurts(5.0)
A tool to evaluate and reduce social bias in Retrieval-Augmented Generation systems using Chain-of-Thought prompting.
- Self-Blinding and Counterfactual Self-Simulation Mitigate Biases and Sycophancy in Large Language Models(2.0)
Enhancing LLM fairness through self-blinding and counterfactual self-simulation to reduce biases and sycophancy.