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MinimEL: Minimalist Entity Linking

The minimel package provides a framework to create and evaluate small Entity Linking models.

Warning This package is still under construction. A release is planned for the summer of 2023.

App

To run the app, run cd app and then flask run.

Evaluation Datasets

IDEAS

  • per surfaceform, ignore entities that are an instanceOf the top entity
  • NER features
  • global binary classifier with (ent feat, sent feat) tuples

Tokenization, Stemming & Lemmatization