作者位次 #5/6ACL 2026Poster· Natural Language Processing
B ad S cientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
Fengqing Jiang · Yichen Feng · Yuetai Li · Luyao Niu · Basel Alomair · Radha Poovendran
摘要
The convergence of LLM-powered research assistants and AI-based peer review systems creates a critical vulnerability: fully automated publication loops where AI-generated research is evaluated by AI reviewers without human oversight. We investigate this through BadScientist, a framework that eval...