THE BASIC PRINCIPLES OF LANGUAGE MODEL APPLICATIONS

A Skip-Gram Word2Vec model does the alternative, guessing context in the term. In practice, a CBOW Word2Vec model requires a wide range of examples of the following framework to practice it: the inputs are n words ahead of and/or following the phrase, and that is the output. We can see the context challenge is still intact.The roots of language mod