Sequential recommendation by reprogramming pretrained transformer

Min Tang, Shujie Cui, Zhe Jin, Shiuan-Ni Liang, Chenliang Li, Lixin Zou

Abstract: Highlights•Adapt GPT-2 for modeling sequential interactions and recommendations.•Reprogramming sequences into prototype representations boosts transferability.•Integrating global information by SVD initializer enhances recommendation.