What is Natural Language Processing (NLP)?
NLP is a computer science and artificial intelligence subfield focusing on interactions between computers and human language. NLP aims to enable computers to understand, interpret, and generate natural language to perform various tasks, such as language translation, sentiment analysis, text summarization, question answering, and more.
NLP involves a combination of techniques from computer science, linguistics, and machine learning. These techniques include text preprocessing (such as tokenization, part-of-speech tagging, and syntactic parsing), statistical modeling, neural networks, and other machine learning algorithms.
One of the main challenges in NLP is the ambiguity and complexity of human language. Natural language is full of nuances, idioms, slang, and other elements that make it difficult for computers to understand and process. Researchers in NLP aims to develop models and algorithms that can handle these challenges and accurately capture the meaning and intent behind human language.
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