@inproceedings{omar-etal-2026-train, title = "Train Smarter, Not Harder: Switching Signal-Guided Training in Active Learning", author = "Omar, Nagham and Rozenshtein, Maya and Mishlyakov, Evgeny and Gal, Avigdor", 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.237/", pages = "5423--5445", ISBN = "979-8-89176-459-0" }