@inproceedings{evdokimov-etal-2026-closing, title = "Closing Cost-Quality Gap in Document {VLM}s: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics", author = "Evdokimov, Maksim and Ivanov, Matvey and Tsiupin, Dmitrii and Tsymboi, Olga and Potapov, Anatolii and Ivanov, Aleksandr", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.118/", pages = "2024--2044", ISBN = "979-8-89176-460-6" }