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Embeddings in Natural Language Processing

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

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Ksh 19,150.00

Format: Paperback or Softback

ISBN-13: 9781636390215

Publisher: Morgan & Claypool Publishers

Publication Date: Nov 30th, 2020

Weight: 342 grams

Dimension: 19.00 x 23.50 x 1.60 cms

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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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