Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model.
Na PangLi QianWeimin LyuJin-Dong YangPublished in: CoRR (2019)
Keyphrases
- transfer learning
- scientific data
- crf model
- conditional random fields
- knowledge transfer
- data management
- scientific data sets
- cross domain
- data collection
- labeled data
- collaborative filtering
- active learning
- information extraction
- machine learning
- reinforcement learning
- text classification
- transfer knowledge
- multi task
- learning algorithm
- text mining
- machine learning algorithms
- text categorization
- semi supervised learning
- pairwise
- unlabeled data
- e learning
- hidden markov models
- data sets
- maximum likelihood
- databases