An Efficient Active Learning Pipeline for Legal Text Classification.
Sepideh MamoolerRémi LebretStéphane MassonnetKarl AbererPublished in: NLLP@EMNLP (2022)
Keyphrases
- text classification
- active learning
- labeled data
- bag of words
- machine learning
- feature selection
- unlabeled data
- text mining
- text categorization
- transfer learning
- naive bayes
- sentiment analysis
- n gram
- text data
- text classifiers
- learning algorithm
- databases
- semi supervised
- data mining
- text documents
- semantic features
- data cleaning
- text classification tasks
- semi supervised learning
- experimental design
- training set
- decision trees
- knowledge base
- neural network