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What is NLP? Natural language processing explained
What is natural language processing NLP? Definition, examples, techniques and applications For example, suppose a dataset has language that assigns certain roles to men, such as computer programmers or doctors but assigns roles, like homemaker or nurse, to women. In that case, the AI program will implicitly apply those terms to men and women when communicating in real time. Therefore, stereotypes existing within the data set can lead to algorithms having language that applies unfair stereotypes based on race, gender, and sexual preference. Another issue is ownership of content—especially when copyrighted material is fed into the deep learning model. In Listing 11 we load the model and use it to instantiate a NameFinderME object, which we then use to get an array of names, modeled as span objects.250 years later, and we’re finally able to meet the reality of what those inventors dreamed of.Political bias is another real concern for natural language processing programs that may lead to