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ELEVANT: Entity Linking Evaluation and Analysis Tool

Linker Analysis

Switch to Benchmark Analysis
A complete documentation can be found onGitHub.
Also check out ourdemo video.
The paper introducing ELEVANT can be foundhereand a paper using ELEVANT for an in-depth evaluation can be foundhere.

Select a column from the evaluation results table to generate a graph from its values.

Copy evaluation results table

Settings

Format

The code for the evaluation results table was copied to your CLIPBOARD.

Evaluation results

Evaluation mode

Result categories

Select a checkbox to see evaluation results for that category. Hover over a checkbox label for an explanation of the category.

Mention types:
Error categories:
Entity types:

Group table rows

Filter table rows

Linking results

Select a cell in the evaluation results table above to see the linking results of the selected experiment here.

Select article:
Underlined text corresponds to a groundtruth mention,highlighted text to a predicted mention.
If a groundtruth mention and a predicted mention overlap, these annotations overlap, too.
Mention TextTrue positive: Predicted mention span and entity match a groundtruth mention span and entity
Mention TextFalse positive: Predicted mention either does not match a groundtruth mention span or the predicted entity does not match the groundtruth entity
Mention TextFalse negative: Groundtruth mention either does not match a predicted mention span or the predicted entity does not match the groundtruth entity
Mention TextUnknown predicted entity that could not be mapped to an entity in the knowledge base (= unknown) and is unevaluated
Mention TextGroundtruth entity that could not be mapped to an entity in the knowledge base (= unknown) and is unevaluated
Mention TextPrediction is unevaluated either because it matches an optional groundtruth mention span and entity or because it is outside of the evaluation span
Mention TextOptional groundtruth mention
Some TextHyperlink in the groundtruth text

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