This article is about natural language processing done by computers. For the natural language processing done by the human brain, see Language processing in the brain.
Natural language processing (NLP) is an interdisciplinary subfield of computer science and information retrieval. It is primarily concerned with giving computers the ability to support and manipulate human language. It involves processing natural language datasets, such as text corpora or speech corpora, using either rule-based or probabilistic (i.e. statistical and, most recently, neural network-based) machine learning approaches. The goal is a computer capable of "understanding"[citation needed] the contents of documents, including the contextual nuances of the language within them. To this end, natural language processing often borrows ideas from theoretical linguistics. The technology can then accurately extract information and insights contained in the documents as well as categorize and organize the documents themselves.
Challenges in natural language processing frequently involve speech recognition, natural-language understanding, and natural-language generation.
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Naturallanguageprocessing (NLP) is an interdisciplinary subfield of computer science and information retrieval. It is primarily concerned with giving...
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provided as an overview of and topical guide to natural-languageprocessing: natural-languageprocessing – computer activity in which computers are entailed...
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Jurafsky, Dan, Martin, James. H. Speech and LanguageProcessing: An Introduction to NaturalLanguageProcessing, Computational Linguistics, and Speech Recognition...
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what language the user might speak. Thus, a central task involves the generalization of naturallanguageprocessing (NLP) technology to other languages. As...
algorithm. Naturallanguageprocessing can be used to create such a dataset. NLP is a way for a computer to analyze text and speech, process semantic and...
the brain Naturallanguageprocessing Praxis (process), in philosophy, the process by which a theory or skill is enacted or realized Process (engineering)...
Language engineering involves the creation of naturallanguageprocessing systems, whose cost and outputs are measurable and predictable.[citation needed]...
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control theory, signal processing, and information theory, and more applied fields such as computer vision, naturallanguageprocessing, bioinformatics, medical...
contributions to the field of artificial intelligence (AI) and naturallanguageprocessing (NLP). He is one of the co-authors of the seminal paper "Attention...
Semantic Scholar uses modern techniques in naturallanguageprocessing to support the research process, for example by providing automatically generated...
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