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A dependency parser labels tokens with their parent (another token, or ROOT) and label (from a fixed list). The arcs are just drawn to connect each token to its parent. So the information is just coming from the dependency parser.

You can train your own dependency parser the same as any other spaCy model.

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Answer selected by polm
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feat / parser Feature: Dependency Parser feat / visualizers Feature: Built-in displaCy and other visualizers
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