Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges.
Lemei ZhangPeng LiuYashar DeldjooYong ZhengJon Atle GullaPublished in: CoRR (2024)
Keyphrases
- lessons learned
- language modeling
- recommender systems
- language model
- data sparseness
- information retrieval
- query expansion
- retrieval model
- future directions
- n gram
- probabilistic model
- cross lingual
- case study
- collaborative filtering
- text classification
- statistical language models
- word segmentation
- improvements in retrieval effectiveness
- user profiles
- relevance model
- participatory design
- sentence retrieval
- pseudo feedback
- information retrieval systems
- relevance feedback
- database systems
- dirichlet prior