Large Language Model Interaction Simulator for Cold-Start Item Recommendation.
Feiran HuangZhenghang YangJunyi JiangYuanchen BeiYijie ZhangHao ChenPublished in: CoRR (2024)
Keyphrases
- language model
- item recommendation
- cold start
- tag recommendation
- language modeling
- recommender systems
- collaborative filtering
- data sparseness
- matrix factorization
- n gram
- probabilistic model
- document retrieval
- data sparsity
- information retrieval
- retrieval model
- implicit feedback
- human computer interaction
- user preferences
- query expansion
- query terms
- user interaction
- vector space model
- test collection
- recommendation systems
- personalized recommendation
- user behavior
- retrieval effectiveness
- user feedback
- user ratings
- transfer learning