Data Science, Machine Learning, NLP, Transformers, Word Embeddings.
encoding. The main principle of this method is to collect a set of documents (they can be words, sentences, paragraphs or even articles) and count the occurrence of every word in each document. Strictly speaking, the columns of the resulting matrix are words and the rows are documents. from