Ranking Retrieval Systems without Relevance Judgments.
Ian SoboroffCharles K. NicholasPatrick CahanPublished in: SIGIR (2001)
Keyphrases
- relevance judgments
- retrieval systems
- learning to rank
- retrieval functions
- ranked list
- ranking functions
- evaluation measures
- test collection
- retrieved documents
- documents retrieved
- information retrieval
- human relevance judgments
- average precision
- information retrieval systems
- relevance scores
- text retrieval
- user feedback
- query performance prediction
- search engine
- ranking algorithm
- web search engines
- retrieval model
- multimedia
- retrieval strategies
- queries and relevance judgments
- web search
- evaluation metrics
- retrieval effectiveness
- xml retrieval
- loss function
- clickthrough data
- query logs
- relevance assessments
- retrieval process
- keyword search
- feature vectors
- relevance feedback
- document collections
- document retrieval
- relevant documents
- database
- supervised learning