Active Learning for Reducing Labeling Effort in Text Classification Tasks.
Pieter Floris JacobsGideon Maillette de Buy WennigerMarco A. WieringLambert SchomakerPublished in: BNAIC/BENELEARN (2021)
Keyphrases
- active learning
- text classification tasks
- labeling effort
- labeled data
- unlabeled data
- text classification
- feature engineering
- machine learning
- semi supervised
- supervised learning
- learning algorithm
- relevance feedback
- learning process
- bag of words
- training set
- information retrieval
- unsupervised learning
- semi supervised learning
- similarity measure
- document collections
- cost sensitive
- sentiment classification
- classification systems
- neural network