Accountable and Explainable Methods for Complex Reasoning over Text

Author:   Pepa Atanasova
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2024
ISBN:  

9783031515170


Pages:   199
Publication Date:   06 April 2024
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Accountable and Explainable Methods for Complex Reasoning over Text


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Author:   Pepa Atanasova
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2024
ISBN:  

9783031515170


ISBN 10:   303151517
Pages:   199
Publication Date:   06 April 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Pepa Atanasova is a postdoctoral researcher at the University of Copenhagen. She has received her PhD degree at the University of Copenhagen receiving the Best Dissertation Award of Informatics Europe in 2023. Her current research focuses on explainability for machine learning models, encompassing natural language explanations, post-hoc explainability methods, and adversarial attacks as well as the principled evaluation of existing explainability techniques.

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