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Acronyms and Opportunities for Improving Deep Nets

Recently, several studies have reported promising results with BERT-like methods on acronym tasks. In this study, we find an older rule-based program, Ab3P, not only performs better, but error analysis suggests why. There is a well-known spelling convention in acronyms where each letter in the short...

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Detalles Bibliográficos
Autores principales: Church, Kenneth, Liu, Boxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8721666/
https://www.ncbi.nlm.nih.gov/pubmed/34988434
http://dx.doi.org/10.3389/frai.2021.732381