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hi in this video i would like to talk about the task of detecting personal identifiable information which is commonly abbreviated as pii in short now the reason why this task is interesting is related to labeling if youamp;#39;re looking at the logs of a virtual assistant it might be a good idea to first pre-process the data before you show it to someone else such that they can label in this sense identifying personal identifiable information comes down to the named entity recognition task if for example i am dealing with a pizza assistant then you can imagine that some of the information that might pass by is a personamp;#39;s full name together with their address and if iamp;#39;m dealing in the realm of finance or insurance then i might have bank account numbers social security numbers and as you might be able to imagine this information is relatively private and also relatively sensitive so thereamp;#39;s something to be said that instead of showing this information in our logs