2 papers
cs.CL2026
Evaluating Regional Bias in LLMs From Abstract Stereotype to Concrete Social Decision-Making
Jiayuan Di, Haoyi Yang, Yufei Luo +2
Regional bias in large language models (LLMs) may shape both perceptions of regional groups and decisions about individuals from different regions. Yet existing studies often exami…
cs.CL2026
On the Systematic Challenges of Culturally Loaded Machine Translation: Dream of the Red Chamber as the Cultural Lens
Yiming Wang, Jiayuan Di
Culturally loaded translation poses unique challenges for machine translation (MT), as meanings are deeply embedded in socio-cultural contexts beyond surface linguistic forms. Alth…