User Modeling in the Era of Large Language Models: Current Research and Future Directions.
Zhaoxuan TanMeng JiangPublished in: CoRR (2023)
Keyphrases
- user modeling
- future directions
- language model
- information retrieval
- language modeling
- lessons learned
- speech recognition
- probabilistic model
- n gram
- query expansion
- document retrieval
- language modelling
- user model
- retrieval model
- user interface
- statistical language models
- information filtering
- current challenges
- smoothing methods
- user profiles
- current status
- test collection
- recommender systems
- vector space model
- query terms
- context sensitive
- language models for information retrieval
- pseudo relevance feedback
- recommendation systems
- relevance model
- relevance feedback
- translation model
- document ranking
- active learning
- decision trees
- machine learning
- data mining
- real world