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PMID: 26185244 Published · ppublish English Journal Article Review

Advances in natural language processing.

Science (New York, N.Y.) ·Vol. 349 ·No. 6245 ·2015-07-17 ·Pages 261-6

Hirschberg J, Manning CD

Abstract

Natural language processing employs computational techniques for the purpose of learning, understanding, and producing human language content. Early computational approaches to language research focused on automating the analysis of the linguistic structure of language and developing basic technologies such as machine translation, speech recognition, and speech synthesis. Today's researchers refine and make use of such tools in real-world applications, creating spoken dialogue systems and speech-to-speech translation engines, mining social media for information about health or finance, and identifying sentiment and emotion toward products and services. We describe successes and challenges in this rapidly advancing area.

MeSH Terms
Data Mining/methods Humans Natural Language Processing Social Media Translating
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Hirschberg Julia
Department of Computer Science, Columbia University, New York, NY 10027, USA. [email protected].
Manning Christopher D
Department of Linguistics, Stanford University, Stanford, CA 94305-2150, USA. Department of Computer Science, Stanford University, Stanford, CA 94305-9020, USA.
Article Info
Journal
Science (New York, N.Y.)
Abbr.
Science
ISSN
1095-9203
Published
2015-07-17
Pages
261-6
Language
English
Region
United States
NLM ID
0404511
Subset
IM
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