Embeddings in Natural Language Processing: Theory and Advances in Vector Representati... (Bog, Paperback / softback, Engelsk)
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Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning

(Bog, Paperback / softback, Engelsk)
Forfattere: Mohammad Taher Pilehvar, Jose Camacho-Collados
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning
Forlag: Springer International Publishing AG

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Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings.

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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Mohammad Taher Pilehvar, Jose Camacho-Collados
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 13-11-2020
Første udgivelsesår 2020
Serie Synthesis Lectures on Human Language Technologies
Illustrationer XVIII, 157 p.
Originalsprog Switzerland
Sideantal 157
Indbinding Paperback / softback
Forlag Springer International Publishing AG
Sideoplysninger 157 pages, XVIII, 157 p.
Mål 235 x 191
ISBN-13 / EAN-13 9783031010491