Content-Based Relevance Estimation in Retrieval Settings with Ranking-Incentivized Document Manipulations.
Ziv VasiliskyOren KurlandMoshe TennenholtzFiana RaiberPublished in: ICTIR (2023)
Keyphrases
- document ranking
- retrieval quality
- relevance ranking
- relevance feedback
- relevance scores
- retrieved documents
- document retrieval
- content similarity
- query independent
- ranked list
- information retrieval
- retrieval systems
- image retrieval
- maximal marginal relevance
- document relevance
- query expansion
- query dependent
- retrieval strategies
- information retrieval systems
- text retrieval
- language model
- relevance model
- multimedia retrieval
- document length
- web retrieval
- structured document retrieval
- query specific
- relevant documents
- retrieval effectiveness
- structured documents
- query topic
- term weights
- retrieval model
- effective retrieval
- inter document similarities
- query terms
- probabilistic retrieval model
- average precision
- documents retrieved
- ranking scheme
- search engine
- web search
- pseudo relevance feedback
- multimedia
- xml elements
- ranking functions
- learning to rank
- ad hoc retrieval
- ad hoc information retrieval
- document collections
- ranking list
- opinion retrieval
- web documents
- test collection
- expert finding
- related documents
- user feedback
- content based indexing
- okapi bm
- meta search
- document clusters
- user queries
- human relevance judgments
- relevance judgments
- relevance assessments
- document analysis
- document structure
- handwritten documents
- improve retrieval effectiveness
- smoothing methods
- retrieval method
- result list