作者位次 #5/5ACL 2026Poster· Natural Language Processing
LAMCL : A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection
Bing Zhou · Zhe Huang · Shilei Tan · Kai Zhao · Zhou Yongcheng
摘要
Detecting machine-revised text that exhibits subtle lexical differences from the original human-generated text remains a challenge. Recent detection methods, including watermarking-based, logit-based, and training-based models, struggle to capture the fine-grained semantic differences, especially...