Enchancing Semi-Supervised Learning for Extractive Summarization with an LLM-based pseudolabeler.
Gaurav SahuOlga VechtomovaIssam H. LaradjiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- extractive summarization
- semi supervised
- unlabeled data
- labeled data
- text summarization
- semi supervised classification
- supervised learning
- active learning
- unsupervised learning
- machine learning
- label propagation
- learning models
- graph construction
- graph based semi supervised learning
- co training
- training data
- regularization framework
- improve the classification accuracy
- artificial intelligence
- manifold regularization
- transfer learning
- named entity recognition
- information retrieval
- domain adaptation
- training examples
- generative model
- text classification
- information retrieval systems
- natural language processing
- image segmentation
- data analysis