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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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Detalles Bibliográficos
Autores principales: Wang, Jingqi, Ren, Yuankai, Zhang, Zhi, Xu, Hua, Zhang, Yaoyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727901/
https://www.ncbi.nlm.nih.gov/pubmed/35005421
http://dx.doi.org/10.3389/frma.2021.691105