Fine-TuningOut-of-VocabularyItem RecommendationwithUserSequenceImagination

Neural Information Processing Systems 

Tobridge thegap,wepropose a novelUserSequenceIMagination (USIM)fine-tuning framework, which first imagines the user sequences and then refines the generated OOV embeddings with the user behavioral embeddings.