ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings.
Lena HettingerAlexander DallmannAlbin ZeheThomas NieblerAndreas HothoPublished in: SemEval@NAACL-HLT (2018)
Keyphrases
- pattern recognition
- text classification
- feature extraction
- classification method
- artificial intelligence
- classification systems
- pattern classification
- classification accuracy
- classification scheme
- automatic classification
- feature selection
- benchmark datasets
- support vector machine svm
- neural network
- preprocessing
- classification algorithm
- unsupervised learning
- supervised learning
- support vector
- model selection
- decision trees
- low dimensional
- feature set
- decision rules
- principal component analysis
- clustering algorithm
- classification rules
- multi class
- classification rate
- feature space