Tech Insights

Natural Language Generation

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What is Natural Language Generation?

Natural Language Generation (NLG) is a subfield of artificial intelligence (AI) that focuses on automatically generating natural language text from structured data. It's used in applications like summarizing data, writing reports, creating product descriptions, and generating chatbot responses. NLG systems typically involve stages like content determination, text structuring, and surface realization to produce human-readable text.

What other technologies are related to Natural Language Generation?

Natural Language Generation Complementary Technologies

NLG can be used in machine translation to improve the fluency and naturalness of the translated text.
mentioned alongside Natural Language Generation in 12% (128) of relevant job posts
NLU provides the input and context for NLG systems to generate appropriate responses.
mentioned alongside Natural Language Generation in 11% (134) of relevant job posts
NLG can be used to generate textual answers from the structured output of a question answering system.
mentioned alongside Natural Language Generation in 18% (56) of relevant job posts

Which job functions mention Natural Language Generation?

Job function
Jobs mentioning Natural Language Generation
Orgs mentioning Natural Language Generation

Which organizations are mentioning Natural Language Generation?

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Natural Language Generation
Microsoft
Scientific and Technical Services

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