2 papers
q-fin.GN2025
Anonymization and Information Loss
Ke Wu, Baozhong Yang, Zhenkun Ying +1
We show that while anonymization effectively obscures firm identity, it significantly reduces the power of textual understanding, thereby diminishing models' ability to extract mea…
cs.CL2025
Diabetica: Adapting Large Language Model to Enhance Multiple Medical Tasks in Diabetes Care and Management
Lai Wei, Zhen Ying, Muyang He +9
Diabetes is a chronic disease with a significant global health burden, requiring multi-stakeholder collaboration for optimal management. Large language models (LLMs) have shown pro…