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: CoRR (2023)
Keyphrases
- highly efficient
- retrieval systems
- query terms
- retrieval process
- structured documents
- boolean queries
- information retrieval systems
- information retrieval
- document retrieval
- retrieval strategies
- ad hoc retrieval
- distributed information retrieval
- user queries
- web retrieval
- document collections
- content and structure
- query expansion
- query specific
- retrieval quality
- relevance assessments
- documents retrieved
- short queries
- relevant documents
- low cost
- original query
- search interface
- learning to rank
- relevance ranking
- relevance model
- relevance judgments
- relevance feedback
- user feedback
- retrieval effectiveness
- test collection
- text retrieval
- retrieval model
- web documents
- text queries
- low complexity
- effective retrieval
- retrieve documents
- query processing
- trec collections
- document structure
- vector space model
- number of relevant documents
- keywords
- stop words
- improve retrieval effectiveness
- xml documents
- ranking models
- co occurrence
- real time
- text documents
- relevance scores
- keyword queries
- xml retrieval
- retrieved documents