Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems.
Peng LiuLemei ZhangJon Atle GullaPublished in: CoRR (2023)
Keyphrases
- recommender systems
- language modelling
- user ratings
- collaborative filtering
- language model
- cold start
- n gram
- cold start problem
- user preferences
- matrix factorization
- personalized recommendation
- recommendation systems
- pseudo relevance feedback
- product recommendation
- user model
- recommendation algorithms
- compound critiques
- information overload
- prediction accuracy
- user profiles
- test collection
- opinion mining
- tf idf
- user interests
- user feedback
- document retrieval
- information retrieval