What is natural language processing? A simple generalization is to encode n-grams (sequence of n consecutive words) instead of single words. The major disadvantage to this method is very high dimensionality, each vector has a size of the vocabulary (or even bigger in case of n-grams) which makes modeling difficult. In this embedding, space synonyms […]
