A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation.
Sankaranarayanan AnanthakrishnanRohit PrasadDavid StallardPrem NatarajanPublished in: CoNLL (2010)
Keyphrases
- learning strategies
- batch mode
- semi supervised
- active learning
- statistical machine translation
- machine translation
- semi supervised learning
- online learning
- incremental learning
- labeled data
- supervised learning
- unlabeled data
- machine learning
- unsupervised learning
- learning algorithm
- pairwise
- learning process
- computationally expensive
- language model
- pairwise constraints
- control policy
- training set
- translation model
- multiple instance learning
- keywords
- decision trees
- label propagation
- cross lingual
- lower bound
- feature vectors
- prior knowledge