Towards Transfer Learning Techniques - BERT, DistilBERT, BERTimbau, and DistilBERTimbau for Automatic Text Classification from Different Languages: A Case Study.
Rafael Silva BarbonAdemar Takeo AkabanePublished in: Sensors (2022)
Keyphrases
- transfer learning
- automatic text classification
- text classification
- cross lingual
- learning tasks
- labeled data
- knowledge transfer
- cross domain
- machine learning
- text categorization
- multi task
- reinforcement learning
- active learning
- semi supervised learning
- text mining
- transfer knowledge
- collaborative filtering
- learning algorithm
- text classifiers
- unlabeled data
- domain adaptation
- real world
- multi label
- feature selection
- databases
- target domain
- machine learning algorithms
- data mining
- text documents
- image segmentation
- natural language
- kernel function
- naive bayes
- data analysis
- data sets
- semi supervised