Deep Learning, Naturallanguageprocessing, Embedding, Word2vec, Fasttext.
recurrent neural models are significantly better at capturing sequence information. As I mentioned earlier, in traditional NLP systems treat words as atomic symbols so that one-hot encoding is used to represent words in a fixed vocabulary, while a Bag of Word (BoW) is used to represent documents.