Span-level Detection of AI-generated Scientific Text via Contrastive Learning and Structural Calibration

Zhen Yin, Shenghua Wang

The rapid adoption of large language models (LLMs) in scientific writing raises serious concerns regarding authorship integrity and the reliability of scholarly publications. Exist…