Chatbot Vs NLIDB

I think chatbots will require a little bit of extra work compared to NLIDB. It will have to remember contexts etc. LSA with tfidf is good for a simple chatbot. combine this with dependency parsing to improve results.I think deep learning is overrated. I will humiliate supervised deep learning arrogants. but long range dependencies can be hard to capture without using more advanced things like deep learning with memory networks etc.