Leveraging Training Dynamics and Self-Training for Text Classification.
Tiberiu SoseaCornelia CarageaPublished in: EMNLP (Findings) (2022)
Keyphrases
- text classification
- co training
- training set
- text classifiers
- bag of words
- text classification tasks
- training corpus
- supervised learning
- labeled training data
- machine learning
- feature selection
- text categorization
- n gram
- naive bayes
- recurrent networks
- data cleaning
- multi label
- text documents
- training phase
- training examples
- data sets
- text mining
- test set
- unlabeled data
- dynamical systems
- document classification
- semi supervised learning
- labeled data
- semi supervised
- data mining
- cost sensitive
- unsupervised learning
- online learning
- knn