diff --git a/website/docs/api/tagger.mdx b/website/docs/api/tagger.mdx
index ee38de81c..2233a7794 100644
--- a/website/docs/api/tagger.mdx
+++ b/website/docs/api/tagger.mdx
@@ -40,12 +40,13 @@ architectures and their arguments and hyperparameters.
 > nlp.add_pipe("tagger", config=config)
 > ```
 
-| Setting                                     | Description                                                                                                                                                                                                                                                                                            |
-| ------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| `model`                                     | A model instance that predicts the tag probabilities. The output vectors should match the number of tags in size, and be normalized as probabilities (all scores between 0 and 1, with the rows summing to `1`). Defaults to [Tagger](/api/architectures#Tagger). ~~Model[List[Doc], List[Floats2d]]~~ |
-| `overwrite` <Tag variant="new">3.2</Tag>    | Whether existing annotation is overwritten. Defaults to `False`. ~~bool~~                                                                                                                                                                                                                              |
-| `scorer` <Tag variant="new">3.2</Tag>       | The scoring method. Defaults to [`Scorer.score_token_attr`](/api/scorer#score_token_attr) for the attribute `"tag"`. ~~Optional[Callable]~~                                                                                                                                                            |
-| `neg_prefix` <Tag variant="new">3.2.1</Tag> | The prefix used to specify incorrect tags while training. The tagger will learn not to predict exactly this tag. Defaults to `!`. ~~str~~                                                                                                                                                              |
+| Setting                                        | Description                                                                                                                                                                                                                                                                                            |
+| ---------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
+| `model`                                        | A model instance that predicts the tag probabilities. The output vectors should match the number of tags in size, and be normalized as probabilities (all scores between 0 and 1, with the rows summing to `1`). Defaults to [Tagger](/api/architectures#Tagger). ~~Model[List[Doc], List[Floats2d]]~~ |
+| `overwrite` <Tag variant="new">3.2</Tag>       | Whether existing annotation is overwritten. Defaults to `False`. ~~bool~~                                                                                                                                                                                                                              |
+| `scorer` <Tag variant="new">3.2</Tag>          | The scoring method. Defaults to [`Scorer.score_token_attr`](/api/scorer#score_token_attr) for the attribute `"tag"`. ~~Optional[Callable]~~                                                                                                                                                            |
+| `neg_prefix` <Tag variant="new">3.2.1</Tag>    | The prefix used to specify incorrect tags while training. The tagger will learn not to predict exactly this tag. Defaults to `!`. ~~str~~                                                                                                                                                              |
+| `label_smoothing` <Tag variant="new">3.5</Tag> | Whether or not to use label smoothing. Defaults to `False`. ~~bool~~                                                                                                                                                                                                                                   |
 
 ```python
 %%GITHUB_SPACY/spacy/pipeline/tagger.pyx