Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios.
Kevin Matthe CaramancionPublished in: CoRR (2024)
Keyphrases
- user preferences
- language model
- information retrieval
- search engine
- language modeling
- document retrieval
- query expansion
- user behavior
- collaborative filtering
- test collection
- retrieval model
- n gram
- user profiles
- vector space model
- recommender systems
- language modelling
- retrieval systems
- information retrieval systems
- user feedback
- web search engines
- statistical language models
- query terms
- information access
- smoothing methods
- information extraction
- ir models
- retrieval effectiveness
- document ranking
- web search
- web pages
- preference model
- pseudo relevance feedback
- recommendation systems
- learning to rank
- text mining
- document collections
- search queries
- text retrieval
- information filtering
- language models for information retrieval
- question answering
- query logs
- relevance model
- information seeking
- tf idf
- personalized recommendation
- passage retrieval
- term weighting
- user queries
- search result
- document length
- qualitative preferences
- user interests