Explainable OpenIE Classifier with Morpho-syntactic Rules.
Bruno Souza CabralMarlo SouzaDaniela Barreiro ClaroPublished in: HI4NLP@ECAI (2020)
Keyphrases
- learning classifier systems
- syntactic structures
- syntactic categories
- decision trees
- association rules
- rule sets
- classification method
- training data
- feature space
- classifier systems
- class labels
- decision rules
- feature selection
- associative classifiers
- multiple classifiers
- feature set
- maximum entropy classifier
- classification rules
- genetic algorithm
- artificial neural networks
- linear classifiers
- classification process
- rule based systems
- rule extraction
- classification algorithm
- decision tree classifiers
- grammar rules
- semantic constraints
- semantic representation
- maximum entropy model
- training samples
- training examples
- svm classifier
- classification rate
- classification scheme
- background knowledge
- attribute values