Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task.
Cong SunZhihao YangPublished in: BioNLP-OST@EMNLP-IJNCLP (2019)
Keyphrases
- transfer learning
- named entity recognition
- information extraction
- named entities
- natural language processing
- text mining
- semi supervised
- labeled data
- learning tasks
- knowledge transfer
- text summarization
- machine learning
- semi supervised learning
- maximum entropy
- active learning
- conditional random fields
- relation extraction
- genia corpus
- cross domain
- collaborative filtering
- transfer knowledge
- reinforcement learning
- domain adaptation
- machine learning algorithms
- annotated corpus
- text categorization
- multi task
- data sets
- unlabeled data
- higher order
- text classification
- computer vision
- information retrieval
- bayesian networks
- databases
- learning algorithm
- recommender systems
- supervised learning
- domain specific