USimAgent: Large Language Models for Simulating Search Users.
Erhan ZhangXingzhu WangPeiyuan GongYankai LinJiaxin MaoPublished in: SIGIR (2024)
Keyphrases
- language model
- language modeling
- information seeking
- query formulation
- document retrieval
- information retrieval
- probabilistic model
- n gram
- document ranking
- query expansion
- speech recognition
- query specific
- language modelling
- test collection
- result set
- query terms
- retrieval model
- word clouds
- document level
- search behavior
- statistical language models
- term dependencies
- language model for information retrieval
- information access
- pseudo relevance feedback
- recommender systems
- bayesian networks
- user feedback
- smoothing methods
- context sensitive
- collaborative filtering
- relevance model
- keyword queries
- ad hoc information retrieval