@inproceedings{lin-etal-2025-evaluating, title = "Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications", author = "Lin, Ethan and Peng, Zhiyuan and Fang, Yi", editor = "Jansen, Peter and Dalvi Mishra, Bhavana and Trivedi, Harsh and Prasad Majumder, Bodhisattwa and Hope, Tom and Khot, Tushar and Downey, Doug and Horvitz, Eric", booktitle = "Proceedings of the 1st Workshop on AI and Scientific Discovery: Directions and Opportunities", month = may, year = "2025", address = "Albuquerque, New Mexico, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.aisd-main.5/", pages = "46--57", ISBN = "979-8-89176-224-4" }