Do Neural Transformers Learn Human-Defined Concepts? An Extensive Study in Source Code Processing Domain

State-of-the-art neural networks build an internal model of the training data, tailored to a given classification task. The study of such a model is of interest, and therefore, research on explainable artificial intelligence (XAI) aims at investigating if, in the internal states of a network, it is...

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Bibliographic Details
Main Authors: Claudio Ferretti, Martina Saletta
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/12/449