Model Selection for Type-Supervised Learning with Application to POS Tagging.
Kristina ToutanovaWaleed AmmarPallavi ChoudhuryHoifung PoonPublished in: CoNLL (2015)
Keyphrases
- model selection
- cross validation
- generalization error
- supervised learning
- model selection criteria
- selection criterion
- unsupervised learning
- pos tagging
- learning algorithm
- machine learning
- semi supervised
- active learning
- artificial intelligence
- marginal likelihood
- support vector machine
- em algorithm
- similarity measure
- semi supervised learning
- feature selection
- machine translation
- learning tasks