Active learning for reducing labeling effort in text classification tasks.
Pieter Floris JacobsGideon Maillette de Buy WennigerMarco A. WieringLambert SchomakerPublished in: CoRR (2021)
Keyphrases
- active learning
- text classification tasks
- labeling effort
- labeled data
- supervised learning
- machine learning
- relevance feedback
- unlabeled data
- learning algorithm
- semi supervised
- semi supervised learning
- training set
- feature engineering
- text classification
- cost sensitive
- data sets
- classification algorithm
- bag of words
- learning process
- text classifiers
- associative classifiers
- pairwise
- information retrieval
- data mining