一作ACL 2026Poster· Natural Language Processing
C o C o NUTS : Concentrating on Content while Neglecting Uninformative Textual Styles for AI -Generated Peer Review Detection
Yihan Chen · Jiawei Chen · Guozhao Mo · Xuanang Chen · Ben He · Xianpei Han · Le Sun
摘要
The growing use of large language models (LLMs) in peer review threatens scholarly integrity. Recent conference policies allow AI tools for language polishing but prohibit their use for generating substantive content. However, existing detectors mainly rely on stylistic cues, making it difficult...