CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation.
Yang ZhangFuli FengJizhi ZhangKeqin BaoQifan WangXiangnan HePublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- document retrieval
- language modelling
- speech recognition
- query expansion
- test collection
- retrieval model
- information retrieval
- language model for information retrieval
- statistical language models
- recommender systems
- smoothing methods
- ad hoc information retrieval
- document length
- vector space
- context sensitive
- query terms
- collaborative filtering
- language models for information retrieval
- vector space model
- low dimensional
- distance measure
- pseudo relevance feedback
- user preferences
- text retrieval
- query specific
- term dependencies
- dimensionality reduction
- okapi bm