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To BERT or Not to BERT Dealing with Possible BERT Failures in an Entailment Task

In this paper we focus on an Natural Language Inference task. Being given two sentences, we classify their relation as NEUTRAL, ENTAILMENT or CONTRADICTION. Considering the achievements of BERT (Bidirectional Encoder Representations from Transformers) in many Natural Language Processing tasks, we us...

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Detalles Bibliográficos
Autores principales: Fialho, Pedro, Coheur, Luísa, Quaresma, Paulo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274325/
http://dx.doi.org/10.1007/978-3-030-50146-4_54