 The downside is the inherent complexity which makes the approach suitable only for specific use cases.One of the proponents of this approach for complex use cases is Omniscien Technologies.A deep learning based approach to MT, neural machine translation has made rapid progress in recent years, and Google has announced its translation services are now using this technology in preference to its previous statistical methods.