Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences.
Hongyi LiuQingyun WangPayam KarisaniHeng JiPublished in: NAACL-HLT (2024)
Keyphrases
- named entity recognition
- metric learning
- life sciences
- semi supervised
- information extraction
- named entities
- natural language processing
- pairwise
- distance metric
- maximum entropy
- learning tasks
- multi task
- conditional random fields
- semi supervised learning
- relation extraction
- distance function
- dimensionality reduction
- biological data
- labeled data
- data integration
- higher order
- scientific data
- unsupervised learning
- supervised learning
- active learning
- data analysis
- transfer learning
- distance measure
- data management
- co occurrence
- feature extraction