Self-supervised Pre-training and Semi-supervised Learning for Extractive Dialog Summarization.
Yingying ZhuangJiecheng SongNarayanan SadagopanAnurag BeniwalPublished in: WWW (Companion Volume) (2023)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- multi document summarization
- unlabeled data
- summary generation
- number of labeled examples
- labeled training data
- labeled data
- text summarization
- automatic summarization
- extractive summarization
- unsupervised learning
- learning problems
- machine learning
- training data
- co training
- labeled examples
- semi supervised classification
- covariate shift
- training set
- training process
- transfer learning
- training examples
- active learning
- graph based semi supervised learning
- text categorization
- label propagation
- data sets
- semi supervised learning methods
- named entity recognition
- graph construction
- semi supervised learning algorithms
- labeled instances
- labeled and unlabeled data
- model selection
- unlabeled samples
- training and test data
- pairwise
- domain adaptation
- multiple instance learning
- metric learning
- learning tasks
- opinion detection
- named entities