Tag: LLM bias
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Understanding and Mitigating Biases in Transformer AI
Explore key biases in transformer-based AI systems and learn strategies to ensure fair, reliable, and ethical AI deployment.
How Political Bias in LLMs Shifts with User Identity
Study reveals LLMs adapt political bias based on user identity, challenging fixed audits and highlighting sycophantic response patterns.
Sociodemographic Biases in AI Educational Counselling
Explore how sociodemographic biases in large language models impact educational counselling and the need for equitable AI use in schools.
Reducing Self-Preference Bias in Large Language Model Judges
Discover how to quantify and reduce self-preference bias in LLM judges with an automated framework, improving AI evaluation reliability by 31.5%.
Bias Mitigation in LLM Judges: Effective Strategies Tested
Explore key bias types in LLM judge models and discover the most effective strategies to reduce bias in AI evaluation pipelines.