LINGUIST List 32.66

Tue Jan 05 2021

Books: Embeddings in Natural Language Processing: Pilehvar, Camacho-Collados

Editor for this issue: Jeremy Coburn <>

Date: 04-Jan-2021
From: Brent Beckley <>
Subject: Embeddings in Natural Language Processing: Pilehvar, Camacho-Collados
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Title: Embeddings in Natural Language Processing
Subtitle: Theory and Advances in Vector Representations of Meaning
Series Title: Human Language Technologies
Published: 2020
Publisher: Morgan & Claypool Publishers

Book URL:

Author: Mohammad Taher Pilehvar
Author: Jose Camacho-Collados
Electronic: ISBN: 9781636390222 Pages: 176 Price: U.S. $ 51.96
Hardback: ISBN: 9781636390239 Pages: 176 Price: U.S. $ 84.95
Paperback: ISBN: 9781636390215 Pages: 176 Price: U.S. $ 64.95

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the development of NLP. Embedding techniques initially focused on words, but the attention soon started to shift to other forms: from graph structures, such as knowledge bases, to other types of textual content, such as sentences and documents.

This book 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. The book also provides an overview of recent developments in contextualized representations (e.g., ELMo and BERT) and explains their potential in NLP.

Throughout the book, the reader can find both essential information for understanding a certain topic from scratch and a broad overview of the most successful techniques developed in the literature.

Linguistic Field(s): Computational Linguistics

Written In: English (eng)

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Page Updated: 05-Jan-2021