A hybrid attention and dilated convolution framework for entity and relation extraction and mining

Abstract Mining entity and relation from unstructured text is important for knowledge graph construction and expansion. Recent approaches have achieved promising performance while still suffering from inherent limitations, such as the computation efficiency and redundancy of relation prediction. In...

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Bibliographic Details
Main Authors: Yuxiang Shan, Hailiang Lu, Weidong Lou
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-40474-1