A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model.
Ao XiangBingjie HuangXinyu GuoHaowei YangTianyao ZhengPublished in: CoRR (2024)
Keyphrases
- language model
- matrix decomposition
- recommender systems
- low rank
- language modeling
- matrix factorization
- n gram
- nonnegative matrix factorization
- document retrieval
- probabilistic model
- information retrieval
- test collection
- collaborative filtering
- query expansion
- retrieval model
- smoothing methods
- singular value decomposition
- mixture model
- singular values
- missing data
- vector space model
- document representation
- search engine
- linear combination
- clustering algorithm
- image retrieval
- image classification
- least squares
- information retrieval systems
- text mining