一作ACL 2026Poster· Natural Language Processing
SPAGB ias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models
Binxian Su · Haoye Lou · Shucheng Zhu · Weikang Wang · Ying Liu · Dong Yu · Pengyuan Liu
摘要
Large language models (LLMs) are being increasingly used in urban planning, but since gendered space theory highlights how gender hierarchies are embedded in spatial organization, there is concern that LLMs may reproduce or amplify such biases. We introduce SPAGBias — the first systematic framewo...