While deep learning is the zeitgeist of Machine Learning atm, it is not the only part of it going forward with Natural Language Understanding. Qualitative analy

While deep learning is the zeitgeist of Machine Learning atm, it is not the only part of it going forward with Natural Language Understanding. Qualitative analysis is a branch of ML that could help us with semantics and other parts of language understanding. I think Microsoft is doing research on this.