Large Language Models for Recommendation: Progresses and Future Directions.
Jizhi ZhangKeqin BaoYang ZhangWenjie WangFuli FengXiangnan HePublished in: WWW (Companion Volume) (2024)
Keyphrases
- future directions
- language model
- language modeling
- probabilistic model
- information retrieval
- n gram
- recommender systems
- lessons learned
- collaborative filtering
- speech recognition
- language modelling
- query expansion
- statistical language models
- document retrieval
- retrieval model
- current trends
- current status
- document ranking
- current challenges
- query terms
- user preferences
- vector space model
- test collection
- ad hoc information retrieval
- context sensitive
- smoothing methods
- language model for information retrieval
- term dependencies
- translation model
- passage retrieval
- cross lingual
- document length
- personalized recommendation
- relevance model
- pseudo relevance feedback