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Domain-Specific NER for Fluorinated Materials: A Hybrid Approach with Adversarial Training and Dynamic Contextual Embeddings

I tiakina i:
I whakaputaina i:Computers, Materials, & Continua vol. 85, no. 3 (2025), p. 4645-4666
Kaituhi matua: Lan, Jiming
Ētahi atu kaituhi: Fu, Hongwei, Wu, Yadong, Liu, Yaxian, Dong, Jianhua, Liu, Wei, Chen, Huaqiang
I whakaputaina:
Tech Science Press
Ngā marau:
Accuracy
Datasets
Data augmentation
Conditional random fields
Modelling
Knowledge management
Materials processing
Unstructured data
Annotations
Robustness (mathematics)
Knowledge representation
Fluorination
Heterogeneity
Technological change
Deep learning
Patents
Research & development > R&D
Big Data
Machine learning
Terminology
Graphs
Neural networks
Engineering
Natural language processing
Semantics
Urunga tuihono:Citation/Abstract
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