From Tokenization to Self-Supervision: Building a High-Performance Information Extraction System for Chemical Reactions in Patents

Chemical reactions and experimental conditions are fundamental information for chemical research and pharmaceutical applications. However, the latest information of chemical reactions is usually embedded in the free text of patents. The rapidly accumulating chemical patents urge automatic tools base...

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Podrobná bibliografie

Hlavní autoři:	Jingqi Wang, Yuankai Ren, Zhi Zhang, Hua Xu, Yaoyun Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2021-12-01
Edice:	Frontiers in Research Metrics and Analytics
Témata:	named entity recognition relation extraction chemical reaction chemical patent tokenization for chemical patent self-supervision
On-line přístup:	https://www.frontiersin.org/articles/10.3389/frma.2021.691105/full
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!