Proactive Detection and Calibration of Seasonal Advertisements with Multimodal Large Language Models. - Hamid Eghbalzadeh; Shuai Shao; Saurabh Verma; Venugopal Mani; Hongnan Wang; Jigar Madia; Vitali Karpinchyk; Andrey Malevich (CoRR, 2024)