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Named Entity Recognition for Chinese Texts on Marine Coral Reef Ecosystems Based on the BERT-BiGRU-Att-CRF Model

In addressing the challenges of non-standardization and limited annotation resources in Chinese marine domain texts, particularly with complex entities like long and nested entities in coral reef ecosystem-related texts, existing Named Entity Recognition (NER) methods often fail to capture deep sema...

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Principais autores: Danfeng Zhao, Xiaolian Chen, Yan Chen
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-07-01
Serier:Applied Sciences
Fag:
coral reef ecosystem
named entity recognition
BERT
BiGRU
attention mechanism
Online adgang:https://www.mdpi.com/2076-3417/14/13/5743
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