Medical Named Entity Recognition Models with the Attention Distraction Mechanism

Shuli Guo (), Lina Han and Wentao Yang
Additional contact information
Shuli Guo: Beijing Institute of Technology, National Key Lab of Autonomous Intelligent Unmanned Systems, School of Automation
Lina Han: The Second Medical Center National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Department of Cardiology
Wentao Yang: Beijing Institute of Technology, National Key Lab of Autonomous Intelligent Unmanned Systems, School of Automation

Chapter Chapter 3 in Clinical Chinese Named Entity Recognition in Natural Language Processing, 2023, pp 31-43 from Springer

Abstract: Abstract In this chapter, a medical NER model, which is simply called as BERT-Attention-SCLSTM-CRF, is proposed by adding extended input units based on BiLSTM with attention distraction mechanism.

Date: 2023
References: Add references at CitEc
Citations:

There are no downloads for this item, see the EconPapers FAQ for hints about obtaining it.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-981-99-2665-7_3

Ordering information: This item can be ordered from
http://www.springer.com/9789819926657

DOI: 10.1007/978-981-99-2665-7_3

Access Statistics for this chapter

More chapters in Springer Books from Springer
Bibliographic data for series maintained by Sonal Shukla () and Springer Nature Abstracting and Indexing ().