Enhancing Attention’s Explanation Using Interpretable Tsetlin Machine

Enhancing Attention’s Explanation Using Interpretable Tsetlin Machine

Explainability is one of the key factors in Natural Language Processing (NLP) specially for legal documents, medical diagnosis, and clinical text. Attention mechanism has been a popular choice for such explainability recently by estimating the relative importance of input units. Recent research has...

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Bibliographic Details
Main Authors: Rohan Kumar Yadav, Dragoş Constantin Nicolae
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Algorithms
Subjects:
NLP
interpretability
explainability
Tsetlin Machine
Bi-GRUs
attention
Online Access:https://www.mdpi.com/1999-4893/15/5/143

Internet

https://www.mdpi.com/1999-4893/15/5/143

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