DFS-NER: Description Enhanced Few-shot NER via Prompt Learning and Meta-Learning.
Huinan HuangYuming FengXiaolong JinSaiping GuanJiafeng GuoPublished in: WI/IAT (2022)
Keyphrases
- meta learning
- learning tasks
- named entity recognition
- meta knowledge
- inductive learning
- conditional random fields
- learning algorithm
- information extraction
- natural language processing
- learning process
- named entities
- machine learning
- supervised learning
- model selection
- active learning
- classification accuracy
- information retrieval
- prior knowledge
- higher order
- expert systems
- bayesian networks
- e learning
- feature selection