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Update section [ci skip]
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@ -33,9 +33,22 @@ list containing the component names:
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import Accordion from 'components/accordion.js'
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import Accordion from 'components/accordion.js'
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<Accordion title="Does the order of pipeline components matter?">
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<Accordion title="Does the order of pipeline components matter?" id="pipeline-components-order">
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No
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In spaCy v2.x, the statistical components like the tagger or parser are
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independent and don't share any data between themselves. For example, the named
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entity recognizer doesn't use any features set by the tagger and parser, and so
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on. This means that you can swap them, or remove single components from the
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pipeline without affecting the others.
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However, custom components may depend on annotations set by other components.
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For example, a custom lemmatizer may need the part-of-speech tags assigned, so
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it'll only work if it's added after the tagger. The parser will respect
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pre-defined sentence boundaries, so if a previous component in the pipeline sets
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them, its dependency predictions may be different. Similarly, it matters if you
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add the [`EntityRuler`](/api/entityruler) before or after the statistical entity
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recognizer: if it's added before, the entity recognizer will take the existing
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entities into account when making predictions.
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</Accordion>
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</Accordion>
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