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Embeddings in Natural Language Processing

By: Mohammad Taher Pilehvar (Author) , Jose Camacho-Collados (Author)

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Ksh 25,100.00

Format: Hardback or Cased Book

ISBN-13: 9781636390239

Publisher: Morgan & Claypool Publishers

Publication Date: Nov 30th, 2020

Weight: 516 grams

Dimension: 19.90 x 24.50 x 1.80 cms

Category: Semantics, discourse analysis, etc

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Provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. 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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