A Decision Tree Approach to Sentence Chunking.
Samuel W. K. ChanPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- decision trees
- natural language
- shallow parsing
- naive bayes
- machine learning
- predictive accuracy
- decision tree algorithm
- part of speech
- logistic regression
- syntactic analysis
- decision tree classifiers
- tree construction
- training data
- decision tree induction
- text summarization
- linguistic features
- noun phrases
- named entity recognition
- random forest
- machine learning algorithms
- information gain
- sentence level
- decision tree algorithms
- data mining
- word segmentation
- semantic roles
- attribute selection
- training set
- classification rules
- co occurrence
- natural language sentences
- decision tree construction
- phrase structure
- automatic summarization
- ensemble methods
- feature construction