Deep Active Learning with Simulated Rationales for Text Classification.
Paul GuélorgetBruno GrilhèresTitus B. ZahariaPublished in: ICPRAI (2020)
Keyphrases
- text classification
- active learning
- machine learning
- labeled data
- feature selection
- bag of words
- transfer learning
- text categorization
- unlabeled data
- text data
- learning strategies
- knn
- text mining
- supervised learning
- random sampling
- multi label
- learning algorithm
- semi supervised learning
- text documents
- naive bayes
- text classifiers
- text classification tasks
- imbalanced data classification
- n gram
- neural network
- data cleaning
- sentiment analysis
- training examples
- active learning strategies
- semantic features
- training set
- cost sensitive
- semi supervised
- information extraction
- simulation model
- training data
- natural language processing
- labeled and unlabeled data
- batch mode
- feature extraction
- unsupervised learning
- pool based active learning
- data mining