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Books in the Synthesis Lectures on Human Language Technologies series

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  • by Martha Palmer, Daniel Gildea & Nianwen Xue
    £46.99

  • - Theory and Advances in Vector Representations of Meaning
    by Mohammad Taher Pilehvar & Jose Camacho-Collados
    £74.49 - 96.99

    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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