Natural Language Processing


Natural Language Processing (NLP) is a subfield of Artificial Intelligence and Linguistics that focuses on the interaction between computers and humans in natural language. It involves the development of algorithms and computational models that enable computers to understand, interpret, and generate human language. NLP techniques are used in a variety of applications, including machine translation, sentiment analysis, speech recognition, and text summarization. NLP involves several tasks such as tokenization, part-of-speech tagging, named entity recognition, parsing, and semantic analysis. These tasks are performed using various techniques such as rule-based systems, statistical models, and machine learning algorithms. NLP is a rapidly growing field with many challenges, including dealing with ambiguity, context, and cultural differences.


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