Fix up cohesiveness errors in the paragraph:
Word embeddings represent words in a numeric space in such a way that semantic relations between words are encoded as distances and directions in the vector space.
Word embeddings represent words in a numeric space in such a way that semantic relations between words are represented as distances and directions in the vector space.