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This article discusses the use of natural language processing (NLP) algorithms in chatbot and virtual assistant technology. It explains how NLP algorithms use methods such as named entity identification, sentiment analysis, and topic modeling to understand and respond to user conversations. It also discusses how deep learning models such as transformers can be used to enhance sentiment analysis and eliminate the need for manual feature setting.