Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond.
Tianxin WeiBowen JinRuirui LiHansi ZengZhengyang WangJianhui SunQingyu YinHanqing LuSuhang WangJingrui HeXianfeng TangPublished in: CoRR (2024)
Keyphrases
- multi modal
- language model
- recommender systems
- collaborative filtering
- language modeling
- personalized recommendation
- user preferences
- probabilistic model
- document retrieval
- information retrieval
- generative model
- speech recognition
- n gram
- query expansion
- test collection
- language modelling
- audio visual
- cross modal
- multi modality
- language modeling framework
- computer vision
- retrieval model
- high dimensional
- translation model
- statistical language models
- smoothing methods
- image annotation
- pseudo relevance feedback
- relevance model
- video search
- user profiles
- information retrieval systems
- low level
- statistical language modeling
- uni modal