diff --git a/website/docs/api/vocab.md b/website/docs/api/vocab.md
index b94789921..e024ab54a 100644
--- a/website/docs/api/vocab.md
+++ b/website/docs/api/vocab.md
@@ -166,10 +166,9 @@ cosines are calculated in minibatches, to reduce memory usage.
## Vocab.get_vector {#get_vector tag="method" new="2"}
Retrieve a vector for a word in the vocabulary. Words can be looked up by string
-or hash value. If no vectors data is loaded, a `ValueError` is raised.
-
-If `minn` is defined, then the resulting vector uses Fasttext's
-subword features by average over ngrams of `orth`. (Introduced in spaCy `v2.1`)
+or hash value. If no vectors data is loaded, a `ValueError` is raised. If `minn`
+is defined, then the resulting vector uses [FastText](https://fasttext.cc/)'s
+subword features by average over ngrams of `orth` (introduced in spaCy `v2.1`).
> #### Example
>
@@ -178,12 +177,12 @@ subword features by average over ngrams of `orth`. (Introduced in spaCy `v2.1`)
> nlp.vocab.get_vector("apple", minn=1, maxn=5)
> ```
-| Name | Type | Description |
-| ----------- | ---------------------------------------- | ---------------------------------------------------------------------------------------------- |
-| `orth` | int / unicode | The hash value of a word, or its unicode string. |
-| `minn` | int | Minimum n-gram length used for Fasttext's ngram computation. Defaults to the length of `orth`. |
-| `maxn` | int | Maximum n-gram length used for Fasttext's ngram computation. Defaults to the length of `orth`. |
-| **RETURNS** | `numpy.ndarray[ndim=1, dtype='float32']` | A word vector. Size and shape are determined by the `Vocab.vectors` instance. |
+| Name | Type | Description |
+| ----------------------------------- | ---------------------------------------- | ---------------------------------------------------------------------------------------------- |
+| `orth` | int / unicode | The hash value of a word, or its unicode string. |
+| `minn` 2.1 | int | Minimum n-gram length used for FastText's ngram computation. Defaults to the length of `orth`. |
+| `maxn` 2.1 | int | Maximum n-gram length used for FastText's ngram computation. Defaults to the length of `orth`. |
+| **RETURNS** | `numpy.ndarray[ndim=1, dtype='float32']` | A word vector. Size and shape are determined by the `Vocab.vectors` instance. |
## Vocab.set_vector {#set_vector tag="method" new="2"}