Deep Bayesian Active Learning for Learning to Rank: A Case Study in Answer Selection.

Qunbo Wang Wenjun Wu Yuxing Qi Yongchi Zhao

Published 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