PAUSE: Positive and Annealed Unlabeled Sentence Embedding.
Lele CaoEmil LarssonVilhelm von EhrenheimDhiana Deva Cavalcanti RochaAnna MartinSonja HornPublished in: EMNLP (1) (2021)
Keyphrases
- positive and negative
- natural language
- particle filter
- training data
- importance sampling
- positive and unlabeled examples
- semi supervised learning
- training set
- particle filtering
- prior knowledge
- semantic role labeling
- automatic summarization
- low dimensional
- class labels
- data sets
- linguistic features
- nonlinear dimensionality reduction
- positive data
- data embedding
- syntactic analysis
- active learning