diff --git a/website/docs/usage/v3.md b/website/docs/usage/v3.md
index 8b4d2de7c..980f06172 100644
--- a/website/docs/usage/v3.md
+++ b/website/docs/usage/v3.md
@@ -854,6 +854,19 @@ pipeline component, the [`AttributeRuler`](/api/attributeruler). See the
 you have tag maps and morph rules in the v2.x format, you can load them into the
 attribute ruler before training using the `[initialize]` block of your config.
 
+### Using Lexeme Tables
+
+To use tables like `lexeme_prob` when training a model from scratch, you need
+to add an entry to the `initialize` block in your config. Here's what that
+looks like for the existing trained pipelines:
+
+```ini
+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = ["lexeme_norm"]
+```
+
 > #### What does the initialization do?
 >
 > The `[initialize]` block is used when