@inproceedings{ye-etal-2026-automatic, title = "Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with {LMM}s", author = "Ye, Guanghui and Zhao, Huan and Zhu, Qin and Li, Fengnan and Li, Jiaqi and Shen, Yixian and Ren, Zhonghao and Jiang, Zhihua", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2055/", pages = "44406--44423", ISBN = "979-8-89176-390-6" }