Tsingriver at SemEval-2023 Task 10: Labeled Data Augmentation in Consistency Training.
Yehui XuHaiyan DingPublished in: SemEval@ACL (2023)
Keyphrases
- labeled data
- labeled training data
- unlabeled data
- supervised learning
- labeled data for training
- semi supervised
- semi supervised learning
- training examples
- number of labeled examples
- training data
- active learning
- text classification
- training and test data
- supervised methods
- labeled instances
- training set
- domain adaptation
- fully labeled
- transfer learning
- co training
- class labels
- data points
- labeled examples
- labeling effort
- learning algorithm
- word sense disambiguation
- trained classifiers
- prior knowledge
- semi supervised classification
- machine learning
- labeled and unlabeled data
- text classifiers
- unsupervised learning
- target domain
- training process
- training samples
- partially labeled data
- label propagation
- text categorization
- multi view
- dimensionality reduction
- pairwise
- unlabeled instances
- data sets
- information retrieval