Tech Insights

information extraction

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What is information extraction?

Information extraction (IE) is the task of automatically extracting structured information from unstructured or semi-structured machine-readable documents. It generally involves processing human language text by means of natural language processing (NLP) to extract relations between entities, attributes of entities, and facts. Common uses include populating databases, creating knowledge graphs, and generating summaries.

What other technologies are related to information extraction?

information extraction Complementary Technologies

Question Answering systems can benefit from technology information extraction by identifying relevant technologies mentioned in the questions.
mentioned alongside information extraction in 24% (74) of relevant job posts
Named Entity Recognition is a crucial component for technology information extraction, as it identifies and classifies technology names.
mentioned alongside information extraction in 11% (55) of relevant job posts
Natural Language Generation can be used to summarize or report extracted technology information in a human-readable format.
mentioned alongside information extraction in 10% (53) of relevant job posts

Which job functions mention information extraction?

Job function
Jobs mentioning information extraction
Orgs mentioning information extraction

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