On the Interpolation of Contextualized Term-based Ranking with BM25 for Query-by-Example Retrieval.
Amin AbolghasemiArian AskariSuzan VerbernePublished in: ICTIR (2022)
Keyphrases
- term weights
- ranking functions
- retrieval model
- relevance feedback
- term frequency
- document retrieval
- term weighting
- probabilistic retrieval model
- information retrieval
- image database
- document length
- image retrieval
- okapi bm
- ir models
- maximal marginal relevance
- tf idf
- retrieval systems
- learning to rank
- retrieval functions
- relevance model
- term weighting schemes
- text retrieval
- retrieval quality
- document ranking
- ranking algorithm
- language model
- retrieval effectiveness
- test collection
- trec test collections
- relevance scores
- average precision
- ranked retrieval
- query terms
- information retrieval systems
- vector space model
- ranked list
- expert finding
- language modeling
- query expansion
- text classification
- index terms
- retrieval method
- video retrieval
- web search
- text categorization
- retrieved documents
- retrieval process
- retrieved images
- relevant documents
- divergence from randomness
- retrieval strategies
- scoring function
- bag of words
- user friendly
- weighting schemes
- query specific
- document collections
- evaluation measures
- low level features
- language modeling framework
- term dependence
- text documents
- probabilistic model