UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning.
Yunzhe JiangCristina GarbaceaQiaozhu MeiPublished in: SemEval@COLING (2020)
Keyphrases
- ensemble learning
- fine tuning
- ensemble methods
- generalization ability
- weak learners
- mutual subspace method
- fine tuned
- random forest
- base classifiers
- word sense disambiguation
- change detection
- machine learning methods
- semi supervised learning
- prior knowledge
- evolutionary algorithm
- artificial neural networks
- training data
- neural network