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Text here refers to either character or word or sentence.

Is there any recent textbook that encompasses from classical methods to the modern techniques for embedding texts?

If a single textbook is unavailable then please recommend a list of books covering the whole spectrum as mentioned above.

Modern textbooks that are similar to Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008 are highly encouraged.

This question asks for textbook/research paper on word embedding only.

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I propose you try this. It's about modern Natural Language Processing, Computational Linguistics and Speech Recognition, including Embeddings methods.

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  • $\begingroup$ Yeah. Chapter 6: Vector Semantics and Embeddings is apt. $\endgroup$ – hanugm May 27 at 3:06
  • $\begingroup$ Yeah, answer is useful. But I am waiting for a book that explicitly dedicates on that topic. $\endgroup$ – hanugm May 27 at 22:35
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    $\begingroup$ To find a book that explicitly focuses on embeddings, I think it is something very difficult. My proposal, however, provides a strong theoretical background for this topic. $\endgroup$ – ddaedalus May 27 at 23:59
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Having a sound understanding on language processing will help you understand all its concepts. This summarise must reads for NLP.

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