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