Deep Active Learning for Text Classification with Diverse Interpretations.
Qiang LiuYanqiao ZhuZhaocheng LiuYufeng ZhangShu WuPublished in: CoRR (2021)
Keyphrases
- text classification
- active learning
- labeled data
- machine learning
- text categorization
- naive bayes
- unlabeled data
- bag of words
- text mining
- transfer learning
- text data
- text documents
- learning algorithm
- feature selection
- multi label
- text classifiers
- selective sampling
- learning strategies
- n gram
- semi supervised learning
- data cleaning
- semi supervised
- sentiment analysis
- wide variety
- unsupervised learning
- relevance feedback
- training set
- supervised learning
- semantic features
- text classification tasks
- active learning strategies
- experimental design
- learning process
- training examples
- information theoretic
- random sampling
- imbalanced data classification
- music emotion classification