A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems.
Keqin BaoJizhi ZhangWenjie WangYang ZhangZhengyi YangYancheng LuoFuli FengXiangnaan HeQi TianPublished in: CoRR (2023)
Keyphrases
- language model
- recommendation systems
- language modeling
- n gram
- user preferences
- collaborative filtering
- retrieval model
- document retrieval
- probabilistic model
- language modelling
- statistical language models
- speech recognition
- query expansion
- recommender systems
- information retrieval
- social recommendation
- user feedback
- collaborative filtering recommendation algorithm
- ad hoc information retrieval
- language model for information retrieval
- context sensitive
- web search
- relevance model
- query terms
- vector space model
- pseudo relevance feedback
- recommendation algorithms
- personalized recommendation
- okapi bm
- test collection
- language models for information retrieval
- search engine
- document ranking
- smoothing methods
- learning to rank