Chatbot is no more a black box: Most of us would have interacted with a Chabot in one way or the other like Siri, google assistant etc. and most of us would have wondered how it was able to understand what we were saying in first place. Even my first experience with a Chabot (LUIS) was a magical moment until I learnt what a sequential modelling is. So in this post we will learn sequential modelling technique, a widely used modelling approach for dealing with sequence related problems like Speech Recognition, Machine Translation, DNA sequence analysis, Named Entity Recognition etc. After reading this post I hope the next time you interact with a Chabot you know what is the deal. Book a Flight from Chennai to Bangalore on Friday 10 am The intent of this sentence Book Flight The information extracted are Source: Chennai Destination: Bangalore Time: Friday 10 am The two most important task that is performed the moment wh...