Retrieval for Extremely Long Queries and Documents with RPRS: A Highly Efficient and Effective Transformer-based Re-Ranker.
Arian AskariSuzan VerberneAmin AbolghasemiWessel KraaijGabriella PasiPublished in: ACM Trans. Inf. Syst. (2024)
Keyphrases
- highly efficient
- retrieval systems
- query terms
- retrieval process
- information retrieval
- information retrieval systems
- boolean queries
- structured documents
- retrieval strategies
- document retrieval
- documents retrieved
- retrieval quality
- low cost
- original query
- document collections
- user queries
- web retrieval
- query expansion
- distributed information retrieval
- short queries
- search interface
- relevance model
- text documents
- text retrieval
- relevant documents
- ad hoc retrieval
- relevance assessments
- relevance ranking
- retrieve documents
- content and structure
- text queries
- search engine
- language model
- xml documents
- relevance feedback
- query specific
- test collection
- retrieval model
- effective retrieval
- low complexity
- learning to rank
- relevance scores
- retrieval effectiveness
- keyword queries
- web search engines
- keywords
- web documents
- ranked list
- user feedback
- query processing
- stop words
- ranking models
- trec collections
- vector space model
- term frequency