ExpMRC: explainability evaluation for machine reading comprehension

Achieving human-level performance on some Machine Reading Comprehension (MRC) datasets is no longer challenging with the help of powerful Pre-trained Language Models (PLMs). However, it is necessary to provide both answer prediction and its explanation to further improve the MRC system's reliab...

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Detalles Bibliográficos
Autores principales: Cui, Yiming, Liu, Ting, Che, Wanxiang, Chen, Zhigang, Wang, Shijin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048090/
https://www.ncbi.nlm.nih.gov/pubmed/35497046
http://dx.doi.org/10.1016/j.heliyon.2022.e09290

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