A BERT-based ensemble learning approach for the BioCreative VII challenges: full-text chemical identification and multi-label classification in PubMed articles.
Sheng-Jie LinWen-Chao YehYu-Wen ChiuYung-Chun ChangMin-Huei HsuYi-Shin ChenWen-Lian HsuPublished in: Database J. Biol. Databases Curation (2022)
Keyphrases
- ensemble learning
- multi label classification
- multi label
- random forest
- ensemble methods
- binary classification
- generalization ability
- semi supervised learning
- text categorization
- unlabeled data
- base classifiers
- binary classifiers
- graph cuts
- image annotation
- feature selection
- semi supervised
- multi class
- information retrieval
- classification algorithm
- image classification
- learning tasks
- text classification
- nearest neighbor
- feature vectors
- pattern recognition
- benchmark datasets
- support vector
- bayesian networks
- decision trees
- computer vision