Definition Extraction Using a Sequential Combination of Baseline Grammars and Machine Learning Classifiers.
Lukasz DegórskiMichal MarcinczukAdam PrzepiórkowskiPublished in: LREC (2008)
Keyphrases
- machine learning
- machine learning algorithms
- multiple classifier systems
- machine learning methods
- machine learning approaches
- decision trees
- feature selection
- supervised classification
- classifier combination
- information extraction
- natural language processing
- natural language
- data mining
- pattern recognition
- learning tasks
- grammatical inference
- training set
- training data
- roc analysis
- learning algorithm
- test set
- training samples
- classification systems
- automatic extraction
- meta learning
- artificial intelligence
- context free grammars
- text classification
- feature set
- neural network
- supervised learning
- classification decisions
- multiple classifiers
- classification algorithm
- svm classifier
- semi supervised learning
- knowledge acquisition
- knowledge representation
- support vector
- model selection
- ensemble classifier
- text mining
- support vector machine
- active learning
- combining classifiers
- reinforcement learning