Batch-mode semi-supervised active learning for statistical machine translation.
Sankaranarayanan AnanthakrishnanRohit PrasadDavid StallardPrem NatarajanPublished in: Comput. Speech Lang. (2013)
Keyphrases
- batch mode
- semi supervised
- active learning
- batch mode active learning
- semi supervised learning
- supervised learning
- labeled data
- unlabeled data
- unsupervised learning
- random sampling
- incremental learning
- machine learning
- learning algorithm
- pairwise
- training examples
- pairwise constraints
- pool based active learning
- relevance feedback
- computationally expensive
- linear programming
- learning process
- svm classifier
- training set
- feature extraction
- feature selection