NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment
arXiv:2604.11543v1 Announce Type: new
Abstract: 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 mode…