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A Relation-Oriented Model With Global Context Information for Joint Extraction of Overlapping Relations and Entities

The entity relation extraction in the form of triples from unstructured text is a key step for self-learning knowledge graph construction. Two main methods have been proposed to extract relation triples, namely, the pipeline method and the joint learning approach. However, these models do not deal w...

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Principais autores: Huihui Han, Jian Wang, Xiaowen Wang
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2022-07-01
Serija:Frontiers in Neurorobotics
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Online dostop:https://www.frontiersin.org/articles/10.3389/fnbot.2022.914705/full
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