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Vocabulary of natural language processing

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Concept information

applied NLP > information retrieval > information extraction > text and data mining > knowledge extraction

Preferred term

knowledge extraction  

Definition

  • Creation of knowledge from structured and unstructured sources. (Wikidata)

Broader concept

Example

  • Extracting semantic relations between entities from natural language text is an important step towards automatic knowledge extraction from large text collections and the Web. (Wang, 2008)
  • On the contrary using ChatGPT for knowledge extraction can combine its powerful generative ability with the contextual information of the original text which helps the model capture the latent features of the text thereby improving the accuracy of text classification. (Yang, Zhang, Qiao, Gao & Zhao, 2023)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-XJ5651FW-K

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