Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition.
Binling NieYiming ShaoYigang WangPublished in: LREC/COLING (2024)
Keyphrases
- transfer learning
- named entity recognition
- knowledge transfer
- transfer knowledge
- information extraction
- natural language processing
- transferring knowledge
- named entities
- learning tasks
- cross domain
- semi supervised
- text summarization
- labeled data
- reinforcement learning
- conditional random fields
- previously learned
- unlabeled data
- text categorization
- knowledge sharing
- maximum entropy
- multi task
- active learning
- prior knowledge
- knowledge base
- semi supervised learning
- text mining
- collaborative filtering
- databases
- text classification
- higher order
- co occurrence
- annotated corpus
- expert systems