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Child-Sum EATree-LSTMs: enhanced attentive Child-Sum Tree-LSTMs for biomedical event extraction

Abstract Background Tree-structured neural networks have shown promise in extracting lexical representations of sentence syntactic structures, particularly in the detection of event triggers using recursive neural networks. Methods In this study, we introduce an attention mechanism into Child-Sum Tr...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Lei Wang, Han Cao, Liu Yuan, Xiaoxu Guo, Yachao Cui
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2023-06-01
Schriftenreihe:BMC Bioinformatics
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Online-Zugang:https://doi.org/10.1186/s12859-023-05336-7
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