Natural Language Processing Flashcards, test questions and answers

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What is Natural Language Processing?

Natural Language Processing (NLP) is a field of computer science that deals with using computers to understand and interpret human language. It involves the application of sophisticated algorithms, artificial intelligence, and machine learning techniques to analyze text data in order to gain insights from it. Natural Language Processing has become increasingly popular due to its ability to process large amounts of text quickly and accurately.NLP systems are used for many tasks, such as automatic summarization, sentiment analysis, question answering, understanding natural language commands, detecting sentiment in reviews or social media posts. NLP can be used in applications ranging from automated customer service agents and chatbots that answer questions online; content-based search engines; intelligent personal assistants like Alexa or Siri; virtual assistant bots that help physicians diagnose patients more accurately; fraud detection tools; e-commerce recommendations based on natural language queries; voice recognition systems for hands-free computing; automated translation services such as Google Translate between languages; and much more. The potential applications for Natural Language Processing are nearly limitless, making it an exciting area for research and development. As NLP techniques continue to improve over time, we can expect even greater advances in the way computers interact with humans using natural language resulting in machines being able to better understand us than ever before.