@inproceedings{singh-2026-gets, title = "Who Gets Annotated? Impact-Aware Active Learning for Robust Humanitarian Text Classification", author = "Singh, Divyajot", editor = "Atwell, Katherine and Borah, Angana and Dementieva, Daryna and Kreiss, Elisa and Kotonya, Neema and Liu, Jiarui and Olson, Liz and Wan, Ruyuan and Zhao, Jieyu", booktitle = "Proceedings of the Fifth Workshop on {NLP} for Positive Impact ({NLP}4{PI})", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.nlp4pi-1.44/", pages = "605--614", ISBN = "979-8-89176-495-8" }