Introduction: Advanced Word Vector Algorithms
Learn about advanced word vector algorithms including Global Vectors (GloVe) and Embeddings from Language Models (ELMo). Understand how these methods improve upon traditional techniques by capturing word context and semantics. Apply ELMo embeddings to document classification tasks for practical experience.
We'll cover the following...
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 ...