Large Language Models for Recommendation: Progresses and Future Directions.
Keqin BaoJizhi ZhangYang ZhangWang WenjieFuli FengXiangnan HePublished in: SIGIR-AP (2023)
Keyphrases
- future directions
- language model
- language modeling
- lessons learned
- recommender systems
- n gram
- probabilistic model
- document retrieval
- query expansion
- retrieval model
- speech recognition
- collaborative filtering
- context sensitive
- information retrieval
- statistical language models
- current challenges
- current trends
- current status
- language modelling
- test collection
- vector space model
- document ranking
- ad hoc information retrieval
- language models for information retrieval
- user preferences
- document length
- pseudo relevance feedback
- smoothing methods
- okapi bm
- term dependencies
- user feedback
- language model for information retrieval