diff --git a/website/docs/api/language.md b/website/docs/api/language.md
index 6009513e9..ffdae9ec6 100644
--- a/website/docs/api/language.md
+++ b/website/docs/api/language.md
@@ -65,6 +65,7 @@ model under the hood based on its [`config.cfg`](/api/data-formats#config).
 | -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
 | `config`       | The loaded config. ~~Union[Dict[str, Any], Config]~~                                                                                                                                                                                             |
 | _keyword-only_ |                                                                                                                                                                                                                                                  |
+| `vocab`        | A `Vocab` object. If `True`, a vocab is created using the default language data settings. ~~Vocab~~                                                                                                                                              |
 | `disable`      | Names of pipeline components to [disable](/usage/processing-pipelines#disabling). Disabled pipes will be loaded but they won't be run unless you explicitly enable them by calling [`nlp.enable_pipe`](/api/language#enable_pipe). ~~List[str]~~ |
 | `exclude`      | Names of pipeline components to [exclude](/usage/processing-pipelines#disabling). Excluded components won't be loaded. ~~List[str]~~                                                                                                             |
 | `meta`         | [Meta data](/api/data-formats#meta) overrides. ~~Dict[str, Any]~~                                                                                                                                                                                |
diff --git a/website/docs/api/top-level.md b/website/docs/api/top-level.md
index 31f4a30e6..f52c63f18 100644
--- a/website/docs/api/top-level.md
+++ b/website/docs/api/top-level.md
@@ -81,6 +81,8 @@ Create a blank pipeline of a given language class. This function is the twin of
 | Name                                | Description                                                                                                                                                        |
 | ----------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
 | `name`                              | [ISO code](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) of the language class to load. ~~str~~                                                           |
+| _keyword-only_                      |                                                                                                                                                                    |
+| `vocab` <Tag variant="new">3</Tag>  | Optional shared vocab to pass in on initialization. If `True` (default), a new `Vocab` object will be created. ~~Union[Vocab, bool]~~.                             |
 | `config` <Tag variant="new">3</Tag> | Optional config overrides, either as nested dict or dict keyed by section value in dot notation, e.g. `"components.name.value"`. ~~Union[Dict[str, Any], Config]~~ |
 | `meta` <Tag variant="new">3</tag>   | Optional meta overrides for [`nlp.meta`](/api/language#meta). ~~Dict[str, Any]~~                                                                                   |
 | **RETURNS**                         | An empty `Language` object of the appropriate subclass. ~~Language~~                                                                                               |