@inproceedings{asgarov-etal-2026-nest, title = "{NEST}: Narrative Event Structures in Time for Long Video Understanding", author = "Asgarov, Ali and Narasimhan, Kaushik and Sarker, Najibul Haque and Alomari, Hani and Tang, Chia-Wei and Sivakumar, Anushka and Abdul Hakim, Zaber Ibn and Mallampati, Shaurya and Thomas, Chris", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2512/", pages = "57094--57129", ISBN = "979-8-89176-459-0" }