NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment

Wenqing Wu, Yi Zhao, Yuzhuo Wang +4

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. Wh…