Argumentative explanations for pattern-based text classifiers

Recent works in Explainable AI mostly address the transparency issue of black-box models or create explanations for any kind of models (i.e., they are model-agnostic), while leaving explanations of interpretable models largely underexplored. In this paper, we fill this gap by focusing on expla...

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Bibliographic Details
Main Authors: Piyawat Lertvittayakumjorn, Francesca Toni
Format: Article
Language:English
Published: IOS Press 2023-01-01
Series:Argument & Computation
Online Access:https://doi.org/10.3233/AAC-220004