Automation + AI SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models An academic research paper introducing SHADES, a multilingual benchmark designed to evaluate how large language models (LLMs) generate and reinforce stereotypes across different languages and cultural contexts. Association for Computational Linguistics2025