DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.
Jekaterina KaparinaAnna SobolevaPublished in: SemEval@COLING (2020)
Keyphrases
- classification accuracy
- pattern recognition
- image classification
- support vector machine
- training set
- concept drifting data streams
- feature selection
- decision trees
- classification algorithm
- classifier ensemble
- support vector
- ensemble learning
- classification method
- feature vectors
- generalization ability
- final classification
- learning algorithm
- text classification
- benchmark datasets
- feature space
- machine learning
- training data
- neural network
- nearest neighbor
- knn
- recurrent neural networks
- word sense disambiguation
- ensemble methods
- random forest
- natural language
- ensemble classifier
- cross validation
- feature ranking
- classifier combination
- multiple classifiers
- feature extraction
- class labels