@inproceedings{pham-etal-2026-analystbench, title = "{A}nalyst{B}ench: Benchmarking professional long-form report generation with web-mined multimodal tasks", author = "Pham, Chau Minh and Wang, Zichao and Mathur, Puneet and Siu, Alexa and Jain, Akriti and Garimella, Aparna and Sai, Ananya B. and Lipka, Nedim and Iyyer, Mohit and Manjunatha, Varun", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1197/", pages = "23894--23926", ISBN = "979-8-89176-395-1" }