Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch.
Thierry DesotOrphée De ClercqVéronique HostePublished in: RANLP (2021)
Keyphrases
- natural language
- syntactic dependencies
- maximum entropy classifier
- combining classifiers
- parse tree
- dependency parser
- event detection
- multiple classifier systems
- syntactic analysis
- compositional semantics
- multiple classifiers
- feature extraction and classification
- natural language processing
- semantic parsing
- feature space
- semantic role labeling
- dependency parsing
- classification process
- automatic extraction
- classification scheme
- support vector
- classification method
- classification algorithm
- class labels
- learning algorithm
- decision trees
- training data
- phrase structure
- training set
- dependency structure
- word alignment
- weak classifiers
- training examples
- feature set
- combining multiple
- semantic roles
- classifier combination
- classifier ensemble
- news articles
- semantic parser
- neural network