Biomedical relation extraction method based on ensemble learning and attention mechanism

Biomedical relation extraction method based on ensemble learning and attention mechanism

Abstract Background Relation extraction (RE) plays a crucial role in biomedical research as it is essential for uncovering complex semantic relationships between entities in textual data. Given the significance of RE in biomedical informatics and the increasing volume of literature, there is an urge...

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Bibliographic Details
Main Authors: Yaxun Jia, Haoyang Wang, Zhu Yuan, Lian Zhu, Zuo-lin Xiang
Format: Article
Language:English
Published: BMC 2024-10-01
Series:BMC Bioinformatics
Subjects:
Biomedical relation extraction
Deep learning
BERT
Stacking
Attention mechanism
Online Access:https://doi.org/10.1186/s12859-024-05951-y
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