A Survey on Recent Named Entity Recognition and Relation Classification Methods with Focus on Few-Shot Learning Approaches.
Sakher Khalil AlqaaidiElika BozorgiPublished in: CoRR (2023)
Keyphrases
- machine learning methods
- named entity recognition
- hand coded
- machine learning algorithms
- supervised learning
- benchmark datasets
- unsupervised learning
- learning process
- information extraction
- learning algorithm
- classifier ensemble
- decision trees
- support vector machine
- active learning
- machine learning
- image classification
- text classification
- natural language processing
- classification accuracy
- class labels
- named entities
- expert systems