Exploiting Unlabeled Data for Neural Grammatical Error Detection.
Zhuoran LiuYang LiuPublished in: J. Comput. Sci. Technol. (2017)
Keyphrases
- unlabeled data
- error detection
- labeled data
- semi supervised learning
- error correction
- semi supervised
- active learning
- co training
- supervised learning
- text classification
- labeled examples
- text categorization
- fault tolerance
- training data
- learning algorithm
- semi supervised classification
- data points
- training set
- labeled and unlabeled data
- number of labeled examples
- class labels
- labeled training data
- neural network
- fault tolerant
- supervised learning algorithms
- machine learning
- positive examples
- small set of labeled
- transfer learning
- training examples
- label propagation
- prior knowledge
- information retrieval
- decision boundary
- unsupervised learning
- pairwise
- natural language
- similarity measure
- feature selection
- labeled data for training