@inproceedings{xiong-etal-2026-paperscope, title = "{P}aper{S}cope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers", author = "Xiong, Lei and Yuan, Huaying and Liu, Zheng and Cao, Zhao and Dou, Zhicheng", 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.394/", pages = "8015--8040", ISBN = "979-8-89176-395-1" }