Relation classification via BERT with piecewise convolution and focal loss.

Recent relation extraction models' architecture are evolved from the shallow neural networks to natural language model, such as convolutional neural networks or recurrent neural networks to Bert. However, these methods did not consider the semantic information in the sequence or the distance de...

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Autores principales: Jianyi Liu, Xi Duan, Ru Zhang, Youqiang Sun, Lei Guan, Bingjie Lin
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/fd6687a9c1c049d39116f5b7d51f5b31
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