Learning to Rank for Mathematical Formula Retrieval.
Behrooz MansouriRichard ZanibbiDouglas W. OardPublished in: SIGIR (2021)
Keyphrases
- learning to rank
- information retrieval
- document retrieval
- mathematical formulas
- retrieval systems
- query dependent
- test collection
- ranking functions
- information retrieval and machine learning
- loss function
- collaborative filtering
- evaluation measures
- direct optimization
- mathematical expressions
- document collections
- text retrieval
- evaluation metrics
- user feedback
- ranking svm
- relevance judgments
- average precision
- query expansion
- retrieval model
- information retrieval systems
- relevance feedback
- learning to rank algorithms
- image retrieval
- multimedia retrieval
- ad hoc retrieval
- document images
- search engine
- active learning
- retrieval process
- retrieval quality
- image processing
- language model
- learning algorithm