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Enhancing Targeted Minority Class Prediction in Sentence-Level Relation Extraction

Sentence-level relation extraction (RE) has a highly imbalanced data distribution that about 80% of data are labeled as negative, i.e., no relation; and there exist minority classes (MC) among positive labels; furthermore, some of MC instances have an incorrect label. Due to those challenges, i.e.,...

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Detalles Bibliográficos
Autores principales: Baek, Hyeong-Ryeol, Choi, Yong-Suk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269806/
https://www.ncbi.nlm.nih.gov/pubmed/35808404
http://dx.doi.org/10.3390/s22134911