Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across Features.
Maximilian KöperSabine Schulte im WaldePublished in: ACL (2) (2016)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- clustering approaches
- feature extraction
- pattern recognition
- feature space
- support vector
- clustering method
- class labels
- machine learning
- pattern classification
- decision trees
- support vector machine
- svm classifier
- high dimensionality
- prior knowledge
- supervised learning
- co occurrence
- image features
- feature selection
- image segmentation
- pairwise
- training data