An Ensemble Method for Spelling Correction in Consumer Health Questions.
Halil KilicogluMarcelo FiszmanKirk RobertsDina Demner-FushmanPublished in: AMIA (2015)
Keyphrases
- ensemble methods
- spelling correction
- context sensitive
- prediction accuracy
- machine learning methods
- word sense disambiguation
- decision trees
- benchmark datasets
- english text
- discriminative training
- base classifiers
- random forest
- machine learning algorithms
- training set
- search queries
- data sets
- log linear models
- subspace methods
- ensemble classifier
- information extraction
- probabilistic interpretation
- natural language generation
- hidden markov models