Explainable Natural Language Processing

Explainable Natural Language Processing

Sogaard, Anders

Morgan & Claypool Publishers

09/2021

118

Mole

Inglês

9781636392134

15 a 20 dias

Descrição não disponível.

Introduction
A Framework for Explainable NLP
Local-Backward Explanations
Global-Backward Explanations
Local-Forward Explanations of Intermediate Representations
Global-Forward Explanations of Intermediate Representations
Local-Forward Explanations of Continuous Output
Global-Forward Explanations of Continuous Output
Local-Forward Explanations of Discrete Output
Global-Forward Explanations of Discrete Output Evaluating Explanations
Perspectives
Resources
Bibliography
Author's Biography

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natural language processing; interpretability; explainability