Deep Learning, Naturallanguageprocessing, Embedding, Word2vec, Fasttext.
distinct vector representation one per word. In order to account for this information, Fast text offer an alternative strategy. In this approach each word is represented by a bag of character n-grams with special boundary symbols <and > at the beginning and end. And also include the word w itself.