Buch

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Übersicht

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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

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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

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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 .

Deine Buchhandlung

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