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NEW PAPER 📜
Shifting Perspectives: Steering Vector Ensembles for Robust Bias Mitigation in LLMs
ArXiv: arxiv.org/abs/2503.05371
GitHub: github.com/groovychoons...
Extremely Unofficial Blog Post: zarasiddique.com/blog/shiftin...
arxiv.org
Shifting Perspectives: Steering Vector Ensembles for Robust Bias Mitigation in LLMs
We present a novel approach to bias mitigation in large language models (LLMs) by applying steering vectors to modify model activations in forward passes. We employ Bayesian optimization to systematic...