Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science

A bottleneck in efficiently connecting new materials discoveries to established literature has arisen due to an increase in publications. This problem may be addressed by using named entity recognition (NER) to extract structured summary-level data from unstructured materials science text. We compar...

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Detalles Bibliográficos
Autores principales: Trewartha, Amalie, Walker, Nicholas, Huo, Haoyan, Lee, Sanghoon, Cruse, Kevin, Dagdelen, John, Dunn, Alexander, Persson, Kristin A., Ceder, Gerbrand, Jain, Anubhav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024010/
https://www.ncbi.nlm.nih.gov/pubmed/35465225
http://dx.doi.org/10.1016/j.patter.2022.100488

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024010/
https://www.ncbi.nlm.nih.gov/pubmed/35465225
http://dx.doi.org/10.1016/j.patter.2022.100488

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