@inproceedings{huang-etal-2026-deepfact, title = "{D}eep{F}act: Co-Evolving Benchmarks and Agents for Deep Research Factuality", author = "Huang, Yukun and Ribeiro, Leonardo F. R. and Hardalov, Momchil and Dhingra, Bhuwan and Dreyer, Markus and Saligrama, Venkatesh", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1586/", pages = "34356--34386", ISBN = "979-8-89176-390-6" }