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docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc
@@ -25,8 +25,8 @@ are learned to co-occur frequently within a diverse set of training data. The
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terms that the text is expanded into by the model _are not_ synonyms for the
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search terms; they are learned associations. These expanded terms are weighted
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as some of them are more significant than others. Then the {es}
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-{ref}/rank-feature.html[rank-feature field type] is used to store the terms and
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-weights at index time, and to search against later.
+{ref}/rank-features.html[rank features field type] is used to store the terms
+and weights at index time, and to search against later.
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[discrete]
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