KGNER: Improving Chinese Named Entity Recognition by BERT Infused with the Knowledge Graph

Recently, the lexicon method has been proven to be effective for named entity recognition (NER). However, most existing lexicon-based methods cannot fully utilize common-sense knowledge in the knowledge graph. For example, the word embeddings pretrained by Word2vector or Glove lack better contextual...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Weiwei Hu, Liang He, Hanhan Ma, Kai Wang, Jingfeng Xiao
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-07-01
Цуврал:	Applied Sciences
Нөхцлүүд:	named-entity recognition knowledge graph conditional random field
Онлайн хандалт:	https://www.mdpi.com/2076-3417/12/15/7702
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!