Introduction: Advanced Word Vector Algorithms

Get an overview of advanced word vector algorithms.

We'll cover the following

Word embeddings

In the previous chapter, Word2vec: Learning Word Embeddings, we introduced Word2vec, the basics of learning word embeddings, and the two common Word2vec algorithms: skip-gram and CBOW. Now, we’ll discuss several other word vector algorithms:

  • Global Vectors (GloVe)
  • Embeddings from Language Models (ELMo)
  • Document classification with ELMo

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