Natural language processing: Difference between revisions

Revision as of 16:49, 9 August 2024

Revision as of 08:21, 11 August 2024

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{{Short description|Field of linguistics and computer science}}{{More citations needed|date=May 2024}}{{Other uses|NLP (disambiguation){{!}}NLP}}{{About|natural language processing done by computers|the natural language processing done by the human brain|Language processing in the brain}}{{In use|time=08:21, 11 August 2024 (UTC)}}
'''Natural language processing''' ('''NLP''') is an [[interdisciplinary]] subfield of [[computer science]] and [[artificial intelligence]]. It is primarily concerned with providing computers with the ability to process data encoded in [[natural language]] and is thus closely related to [[information retrieval]], [[knowledge representation]] and [[computational linguistics]], a subfield of [[linguistics]]. Typically data is collected in [[text corpus|text corpora]], using either rule-based, statistical or neural-based approaches in [[machine learning]] and [[deep learning]].

Major tasks in natural language processing are [[speech recognition]], [[text classification]], [[natural-language understanding]], and [[natural language generation|natural-language generation]].