Learning to rank and predict: Multi-task learning for ad hoc retrieval and query performance prediction.
Maryam KhodabakhshEbrahim BagheriPublished in: Inf. Sci. (2023)
Keyphrases
- learning to rank
- ad hoc retrieval
- test collection
- relevance judgments
- multi task
- information retrieval
- document collections
- query expansion
- ranking functions
- retrieval effectiveness
- document retrieval
- web search
- pseudo relevance feedback
- learning tasks
- loss function
- gaussian processes
- retrieval systems
- relevant documents
- retrieval model
- average precision
- learning problems
- collaborative filtering
- evaluation metrics
- evaluation measures
- language model
- multi class
- supervised learning
- multimedia
- information retrieval systems
- transfer learning
- user feedback
- search engine
- feature selection
- web search engines
- machine learning
- retrieval process
- pairwise
- data mining
- text categorization