Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference.
Mobashir SadatCornelia CarageaPublished in: EMNLP (Findings) (2022)
Keyphrases
- unlabeled data
- active learning
- supervised learning
- learning algorithm
- semi supervised learning
- labeled and unlabeled data
- labeled data
- sample selection bias
- co training
- semi supervised
- natural language
- training data
- prior knowledge
- positive examples
- learning frameworks
- supervised learning algorithms
- reinforcement learning
- multi view learning
- partially labeled data
- semi supervised classification
- domain adaptation
- learning problems
- text classification
- learning process
- learning tasks
- class labels
- text categorization
- unsupervised learning
- labeled instances
- data points
- labeling effort
- data mining