Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks.
Bhanu PratapDaniel ShankOladipo OsiteluByron GalbraithPublished in: SemEval@NAACL-HLT (2018)
Keyphrases
- convolutional neural networks
- text classification
- classification accuracy
- pattern recognition
- classification systems
- automatic classification
- pattern classification
- classification algorithm
- decision trees
- feature vectors
- classification models
- image classification
- class labels
- classification process
- classification scheme
- support vector machine svm
- data sets
- feature space
- knowledge base
- decision rules
- multi class
- classification rules
- global optimization
- support vector machine
- genetic algorithm
- optimization process
- evolutionary algorithm
- preprocessing
- feature selection
- machine learning