作者位次 #7/11ACL 2026Poster· ACL Industry Track
Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLM s
Kyungho Kim · Yeonje Choi · Gyurim Hwang · Sejin Chung · Hongseok Lee · Myeong Ho Song · Yeongho Kim · Sunwoo Kim · Jongha Lee · Juyeon Kim · Kijung Shin
摘要
Vision-Language Models (VLMs) perform well on general multimodal tasks, yet applying them to real-world advertisement (ad) evaluation is challenging due to strong brand specificity and limited labeled data. We introduce a new practical task, brand-specific ad ranking, which aims to rank ads for a...