Melbourne at SemEval 2016 Task 11: Classifying Type-level Word Complexity using Random Forests with Corpus and Word List Features.
Julian BrookeAlexandra L. UitdenbogerdTimothy BaldwinPublished in: SemEval@NAACL-HLT (2016)
Keyphrases
- random forests
- lexical features
- word pairs
- stop words
- co occurrence
- word sense disambiguation
- linguistic information
- random forest
- sentence level
- feature set
- tree ensembles
- machine learning algorithms
- feature vectors
- feature extraction
- information retrieval
- ensemble methods
- image features
- support vector machine
- word sense
- decision trees
- writing style
- logistic regression
- learning algorithm
- genetic algorithm
- ambiguous words