作者位次 #2/7ACL 2026Findings· Findings of ACL
N ov B ench: Evaluating Large Language Models on Academic Paper Novelty Assessment
Wenqing Wu · Yi Zhao · Yuzhuo Wang · Siyou Li · Juexi Shao · Yunfei Long · Chengzhi Zhang
摘要
Novelty is a core requirement in academic publishing and a central focus of peer review, yet the growing volume of submissions has placed increasing pressure on human reviewers. While large language models (LLMs), including those fine-tuned on peer review data, have shown promising results in gen...