Artificial Intelligence, Data Science, Machine Learning, Deep Learning, NLP.
the target word is predicted using the surrounding words is the CBOW model. Typically people will use the Word2vec implementation and pre-trained embeddings on large corpora. The intuition behind the skip-gram variant of Word2vec model is depicted in the following example. Let’s assume the sentence