Deep Learning, Naturallanguageprocessing, Embedding, Word2vec, Fasttext.
This adds subword information to the model and aids in the understanding of suffixes and prefixes via the embeddings. Because of this it can also compute valid representations for words which doesn’t appear in the training data. It do so by taking the sum of its n-gram vectors. As a example lets