RNNs

Recurrent neural network

Long Short Term memory

Method	Pros	Cons
Word2Vec	Very simple, yet powerful Intitutive embdeddings	Word order does not count Embeddings are not context aware
RNNs	Word Order matters State of art results	Vanishing gradient problem Slow computations