Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning.
Philipp BorchertJochen De WeerdtMarie-Francine MoensPublished in: CoRR (2024)
Keyphrases
- supervised learning
- information extraction
- incremental learning
- learning algorithm
- machine learning
- unsupervised learning
- learning process
- reinforcement learning
- multi category
- pattern recognition
- discriminative learning
- class labels
- precision and recall
- prior knowledge
- active learning
- feature construction
- learning phase
- multimedia
- learning systems
- shot detection
- multiple representations
- text summarization
- feature representation
- learning problems
- training set
- question answering
- machine learning algorithms
- detection algorithm
- decision trees
- online learning
- image classification
- classification accuracy
- feature space