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New SpaCy Features: OpenTapioca Integration & Clickable IDs in NEL

Avatar of Renat S.Renat S.
路Sep 24, 2021 08:09 AM

A couple of news from spaCy universe: 1) spaCyOpenTapioca is a spaCy pipeline for named entity linking on Wikidata using OpenTapioca (https://github.com/UB-Mannheim/spacyopentapioca) 2) spaCy.displaCy is able now to show clickable IDs from a knowledge graph in NEL vizualization. It鈥檚 not yet released, so use `pip install git+https://github.com/explosion/spaCy`. Example with spaCyOpenTapioca+spaCy.displaCy.render:

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7 comments

路 Sorted by Oldest
    • Avatar of Ellie Y.
      Ellie Y.
      路

      Andrea R. perhaps of interest?

    • Avatar of Fran莽ois S.
      Fran莽ois S.
      路

      This is an amazing development. I have been waiting for this functionality for years: a NEL system that allows to select entities from a knowledge graphs.

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    • Avatar of Fran莽ois S.
      Fran莽ois S.
      路

      Is it applicable to any entity type or only for the Spacy types (org, person, etc)?

    • Avatar of Fran莽ois S.
      Fran莽ois S.
      路

      Also I'm looking forward to such a system where one can plug the content of any knowledge graph

    • Avatar of Renat S.
      Renat S.
      路

      OpenTapioca is trained only for organizations, persons and geographic entities. There is another pipeline spaCy-DBpedia-Spotlight, it has more types as far as I know.

    • Avatar of Phil T.
      Phil T.
      路

      Nice!

    • Avatar of Andrea R.
      Andrea R.
      路

      Ellie Y. Renat S. Already started looking at both OpenTapioca and the DBPedia link. My use cases are very much targeted at orgs and people.

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