Papers › ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool

ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool

15 Aug 2022arXiv:2208.07193archive 2025-07-28

Hannah Bast, Matthias Hertel, Natalie Prange

We present Elevant, a tool for the fully automatic fine-grained evaluation of a set of entity linkers on a set of benchmarks. Elevant provides an automatic breakdown of the performance by various error categories and by entity type. Elevant also provides a rich and compact, yet very intuitive and self-explanatory visualization of the results of a linker on a benchmark in comparison to the ground truth. A live demo, the link to the complete code base on GitHub and a link to a demo video are provided under https://elevant.cs.uni-freiburg.de .

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