Fast and Accurate Decision Trees for Natural Language Processing Tasks.
Tiberiu BorosStefan Daniel DumitrescuSonia PipaPublished in: RANLP (2017)
Keyphrases
- natural language processing
- decision trees
- machine learning
- information extraction
- tasks in natural language processing
- high accuracy
- natural language
- training data
- feature construction
- decision tree induction
- named entity recognition
- data sets
- multiple tasks
- language processing
- computational biology
- free text
- word sense disambiguation
- semantic relations
- computationally efficient
- wordnet
- text mining
- predictive accuracy
- rule sets
- machine translation
- high precision
- text summarization
- supervised learning
- decision tree learning
- knowledge representation