Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning - Synthesis Lectures on Human Language Technologies - Mohammad Taher Pilehvar - Books - Morgan & Claypool Publishers - 9781636390215 - November 30, 2020
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Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning - Synthesis Lectures on Human Language Technologies


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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.


175 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released November 30, 2020
ISBN13 9781636390215
Publishers Morgan & Claypool Publishers
Pages 175
Dimensions 235 × 190 × 16 mm   ·   342 g

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