@inproceedings{liu-etal-2026-multimodal, title = "Multimodal Item Scoring for Natural Language Recommendation via {G}aussian Process Regression with {LLM} Relevance Judgments", author = "Liu, Yifan Simon and Wen, Qianfeng and Liang, Jiazhou and Zhao, Mark and Cui, Justin and Korikov, Anton and Toroghi, Armin and Kim, Junyoung and Sanner, Scott", 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.1836/", pages = "36859--36876", ISBN = "979-8-89176-395-1" }