Deep Bayesian Active Learning for Learning to Rank: A Case Study in Answer Selection.
Qunbo WangWenjun WuYuxing QiYongchi ZhaoPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- learning to rank
- active learning
- active sampling
- ranking functions
- information retrieval
- loss function
- supervised learning
- evaluation measures
- ranking svm
- document retrieval
- direct optimization
- query dependent
- collaborative filtering
- learning algorithm
- evaluation metrics
- retrieval systems
- test collection
- semi supervised
- bayesian networks
- document collections
- relevance feedback
- learning to rank algorithms
- learning process
- search engine
- web search engines
- machine learning
- reinforcement learning