Al Domains: Natural Language Processing (NLP) — Flashcards

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Natural Language Processing, or NLP, is a sub-field of AI that focuses on enabling computers to understand and process human languages. It helps machines work with spoken and written language in usefu…

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NLP is important because it allows computers to read, understand, and make sense of human language. This makes it possible for machines to respond usefully in tasks like chat, search, translation, and…

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The ultimate objective of NLP is to read, decipher, understand, and make sense of human languages in a valuable manner. In simple words, NLP tries to help machines understand language the way people u…

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NLP is difficult because human speech is often ambiguous and depends on slang, regional dialects, and social context. Computers need precise and structured language, so understanding natural language …

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Human language is flexible, context-based, and sometimes unclear. Computer language is precise, unambiguous, and highly structured. Computers work with numbers and exact instructions, while humans oft…

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Lexical or morphological analysis is the first phase of NLP. It scans text as a stream of characters and breaks it into readable lexemes such as words and word parts.

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Syntax analysis or parsing is the second phase of NLP. It checks the structure of text and arranges words correctly so that grammar and relationships between words are understood.

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Semantic analysis is the third phase of NLP. It focuses on the literal meaning of words, phrases, and sentences, helping the computer understand what the text means.