Zian Xu

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework

2024 · arXiv (Cornell University)

Natural language processing (NLP) has seen remarkable advancements with the development of large language models (LLMs). Despite these advancements, LLMs often produce socially biased outputs. Recent studies have mainly addressed this problem by prompting LLMs …