@article{novbenchevaluatinglargelanguagemodelsona,
  title = {NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment},
  author = {Wenqing Wu and Yi Zhao and Yuzhuo Wang and Siyou Li and Juexi Shao and Yunfei Long and Chengzhi Zhang},
  year = {2026},
  eprint = {2604.11543},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.11543},
}