A Deep Learning Based Approach for Biomedical Named Entity Recognition Using Multitasking Transfer Learning with BiLSTM, BERT and CRF.
H. PoojaM. P. Prabhudev JagadeeshPublished in: SN Comput. Sci. (2024)
Keyphrases
- transfer learning
- deep learning
- named entities
- information extraction
- machine learning
- text mining
- named entity recognition
- weakly supervised
- unsupervised learning
- conditional random fields
- relation extraction
- semi supervised learning
- text classification
- natural language processing
- labeled data
- reinforcement learning
- question answering
- semi supervised
- superpixels
- machine learning algorithms
- information retrieval
- active learning
- supervised learning
- co occurrence
- collaborative filtering
- maximum entropy
- real world
- knowledge discovery
- pairwise
- natural language
- pattern recognition
- learning algorithm
- databases
- computer vision
- text categorization
- unlabeled data
- feature selection
- topic models
- data mining
- model selection
- graphical models
- markov random field
- data sets
- association rules
- bayesian networks