Active Learning with Query Generation for Cost-Effective Text Classification.
Yifan YanSheng-Jun HuangShaoyi ChenMeng LiaoJin XuPublished in: AAAI (2020)
Keyphrases
- cost effective
- query generation
- text classification
- active learning
- text classifiers
- machine learning
- labeled data
- text categorization
- unlabeled data
- low cost
- text mining
- language model
- knn
- bag of words
- naive bayes
- query expansion
- semi supervised
- text data
- document classification
- feature selection
- query formulation
- cost effectiveness
- k nearest neighbor
- text documents
- information discovery
- learning algorithm
- semi supervised learning
- relevance feedback
- real time
- information retrieval
- decision trees
- social network analysis