A Semi-supervised Transfer Learning Framework for Low Resource Entity and Relation Extraction in Scientific Domain (short paper).
Hao WangXian-Ling MaoHeyan HuangPublished in: EEKE@JCDL (2022)
Keyphrases
- transfer learning
- cross domain
- semi supervised
- relation extraction
- labeled data
- semi supervised learning
- named entities
- learning tasks
- knowledge transfer
- domain specific
- unlabeled data
- domain adaptation
- multi task
- collaborative filtering
- automatic extraction
- active learning
- named entity recognition
- machine learning
- learning algorithm
- data mining
- text categorization
- supervised learning
- information extraction
- high dimensional
- pairwise
- target domain
- semantic relations
- co training