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today weamp;#39;re going to introduce question and answering in nlp when i say question answering i mean question answering in the form of a natural language search so you imagine when you you go to a shop and you you ask a shop assistant you know where is this item it kind of looks like cookies but itamp;#39;s not a cookie it tastes really good and itamp;#39;s freshly baked you want this shop assistant to to hopefully be able to point you in the right direction of whatever that thing is that you are youamp;#39;re asking for now most search systems rely on a keyword search so you need to know the the name of whatever it is youamp;#39;re looking for a terminology so in in that case we would have to know what the name is of those cookie like things but if we donamp;#39;t know name we we canamp;#39;t we canamp;#39;t search for them so that is where we have we have natural language question answering natural language question answering replicates the type of question we first asked