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hello everyone welcome to the tutorial about negation detection in natural language processing in todays agenda were going to understand why we need negation detection i will introduce negx as a simple but powerful solution and i will go over why we would choose this method among other alternatives finally i will explain how it works and end with a python tutorial in general a problem with nlp is that it often struggles with negation detection lets say we have a sentence here patient has a headache but no fever as a human being we know that headache is a symptom thats present but fever is a symptom thats absent but now lets ask nlp to do it take stanza for example stanza is an lp tool developed by stanford university published in 2020 its specifically designed to handle medical and clinical text if we ask denza what kind of medical problems do you detect and by the way this task is called named entity recognition stanza is going to say that two medical problems are detected they
