@inproceedings{yu-etal-2026-arrowgev, title = "{A}rrow{GEV}: Grounding Events in Video via Learning the Arrow of Time", author = "Yu, Fangxu and Lu, Ziyao and Niu, Liqiang and Meng, Fandong and Zhou, Jie", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1730/", pages = "34657--34671", ISBN = "979-8-89176-395-1" }