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Explainable Natural Language Processing

Explainable Natural Language Processing

Anders Søgaard

 

64,19 EUR
Lieferzeit 12-13 Tage



64,19 EUR
Lieferzeit 12-13 Tage



Autorinformation
Inhaltsverzeichnis


Übersicht


Verlag : Springer International Publishing
Buchreihe : Synthesis Lectures on Human Language Technologies
Sprache : Englisch
Erschienen : 21. 09. 2021
Seiten : 107
Einband : Kartoniert
Höhe : 235 mm
Breite : 191 mm
Gewicht : 250 g
ISBN : 9783031010521
Sprache : Englisch
Illustrationen : XV, 107 p.

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Autorinformation


Anders Søgaard is a father of three and a published poet, as well as a Full Professor in Computer Science the University of Copenhagen. He is currently funded by the Novo Nordisk Foundation, the Lundbeck Foundation, and the Innovation Fund Denmark; before that, he held an ERC Starting Grant and a Google Focused Research Award. He has won best paper awards at NAACL, EACL, CoNLL, etc. He previously wrote Semi-Supervised Learning and Domain Adaptation in NLP (Morgan & Claypool, 2013) and Cross-Lingual Word Embeddings (Morgan & Claypool, 2019), the latter with co-authors Ivan Vulic, Sebastian Ruder, and Manaal Faruqui.

Inhaltsverzeichnis


Acknowledgments.- 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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Deine Buchhandlung
Buchhandlung LeseLust
Inh. Gernod Siering

Georgenstraße 2
99817 Eisenach

03691/733822
kontakt@leselust-eisenach.de

Montag-Freitag 9-17 Uhr
Sonnabend 10-14 Uhr