Natural Language Processing (NLP)
Natural Language Processing (NLP) is a facet of AI focused on human-computer language interaction. It empowers machines to understand, interpret, and generate human language, spanning written and spoken forms. Applications include chatbots, sentiment analysis, and language translation, often leveraging machine learning and deep learning techniques. NLP faces challenges like language ambiguity and bias. Ethical concerns encompass model bias and data privacy. Multilingual NLP and conversational AI are prominent trends, with applications spanning healthcare, customer service, and legal sectors. Open-source tools drive NLP innovation. NLP is pivotal in enhancing human-computer communication but requires diligent consideration of ethical implications in its development and deployment.
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