by Mihai Surdeanu and Marco A. Valenzuela-Escárcega: A "gentle" introduction focused on readers skilled in other domains. The full book PDF is hosted by the University of Arizona . Academic Course Materials (PDF Slides & Notes)
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Many top-tier universities host their course materials publicly: Deep Learning for Natural Language Processing: by Mihai Surdeanu and Marco A
by Dan Jurafsky and James H. Martin: Often cited as the most comprehensive NLP textbook. The authors provide frequently updated PDF drafts . Download Deep Learning for Natural Language Processing pdf