Process / pipeline

Open Information Extraction — Open IE

Open Information Extraction (Open IE) is a text-mining task that automatically extracts subject-relation-object triples from text without requiring a predefined relation schema. Introduced by Banko and colleagues (2007) for extraction over the open web, it converts free-running text into structured assertions used to build knowledge graphs and to mine large text collections.

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Sources

  1. Banko, M., Cafarella, M. J., Soderland, S., Broadhead, M. & Etzioni, O. (2007). Open Information Extraction from the Web. Proceedings of IJCAI 2007, 2670-2676. link
  2. Mausam (2016). Open Information Extraction Systems and Downstream Applications. Proceedings of IJCAI 2016, 4074-4077. link

Related methods

Referenced by

ScholarGateOpen Information Extraction (Open Information Extraction (Open IE)). Retrieved 2026-06-04 from https://scholargate.app/en/text-mining/open-information-extraction