Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model.

Na Pang Li Qian Weimin Lyu Jin-Dong Yang

Published 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