A Cascaded Generative Approach for e-Commerce Recommendations

This research proposes a cascaded merchandising framework to enhance e-commerce storefront personalization, addressing the limitations of rigid, component-based systems. It decomposes storefront construction into generative tasks for theme and keyword creation, leveraging teacher-student fine-tuning for scalability.