User Modeling in the Era of Large Language Models: Current Research and Future Directions.
Zhaoxuan TanMeng JiangPublished in: IEEE Data Eng. Bull. (2023)
Keyphrases
- user modeling
- future directions
- language model
- information retrieval
- language modeling
- n gram
- lessons learned
- probabilistic model
- speech recognition
- user model
- current challenges
- document retrieval
- recommender systems
- information filtering
- retrieval model
- language modelling
- user interface
- query expansion
- test collection
- statistical language models
- recommendation systems
- user profiles
- vector space model
- current status
- relevance model
- pseudo relevance feedback
- smoothing methods
- context sensitive
- web search
- data mining
- search engine
- document ranking
- spoken term detection
- relevance feedback
- word segmentation
- information extraction
- text mining
- user interests
- general purpose
- domain specific
- document collections