Tag: LLM bias
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Locating and Preventing Stereotypes in Large Language Models
Explore methods to identify and reduce stereotypes in LLMs like GPT-2 and Llama, ensuring fairer AI outputs and mitigating bias effectively.
Auditing Bias in LLM Content Curation and Polarization
Explore how biases in LLMs from OpenAI, Anthropic, and Google amplify polarization in content curation across social media platforms.
Reducing LLM Biases with Debiasing Direct Preference Optimization
Discover how Debiasing-DPO reduces LLM biases from spurious social contexts, improving accuracy and fairness in high-stakes decision-making.
Caste Bias in AI Matchmaking: Insights from Sima AIunty Study
Explore how AI-driven matchmaking models reflect caste biases and the ethical challenges in South Asian matrimonial decisions.
PoliticsBench: Evaluating Political Bias in Large Language Models
Discover how PoliticsBench measures political bias in top LLMs using multi-turn roleplay to reveal left and right-leaning tendencies in AI responses.