diff --git a/website/docs/api/displacy.jade b/website/docs/api/displacy.jade
index bcdde6bd0..92b1543fd 100644
--- a/website/docs/api/displacy.jade
+++ b/website/docs/api/displacy.jade
@@ -131,6 +131,14 @@ p
     displacy.serve(doc, style='dep', options=options)
 
 +table(["Name", "Type", "Description", "Default"])
+    +row
+        +cell #[code collapse_punct]
+        +cell bool
+        +cell
+            |  Attach punctuation to tokens. Can make the parse more readable,
+            |  as it prevents long arcs to attach punctuation.
+        +cell #[code True]
+
     +row
         +cell #[code compact]
         +cell bool