Survey of transformers and towards ensemble learning using transformers for natural language processing.
Hongzhi ZhangM. Omair ShafiqPublished in: J. Big Data (2024)
Keyphrases
- ensemble learning
- natural language processing
- ensemble methods
- generalization ability
- base classifiers
- natural language
- machine learning
- weak learners
- feature selection
- information extraction
- mutual subspace method
- ensemble classifier
- random forest
- benchmark datasets
- text mining
- concept drift
- learning process
- pairwise
- artificial intelligence
- data mining