Machine Learning, NLP, Deep Learning, Word2vec, Word Vectors.
is no notion of similarity between words. Also, the system works for small, simpler and outperforms on less data which is only a few billions of data or less. In order to train with a larger dataset with complex models, the modern techniques use a neural network architecture to train complex data