@inproceedings{kim-etal-2026-pre, title = "Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with {VLM}s", author = "Kim, Kyungho and Choi, Yeonje and Hwang, Gyurim and Chung, Sejin and Lee, Hongseok and Song, Myeong Ho and Kim, Yeongho and Kim, Sunwoo and Lee, Jongha and Kim, Juyeon and Shin, Kijung", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.28/", pages = "420--435", ISBN = "979-8-89176-394-4" }