diff --git a/docs/packages.toml b/docs/packages.toml
index 73dc5dd23b1..7be7e856e2b 100644
--- a/docs/packages.toml
+++ b/docs/packages.toml
@@ -86,6 +86,9 @@
 # Penopt.jl isn't a registered package yet
 # [Penopt]
 #     rev = "486f07d3f3a11f12012ea3ada702a3ee55c8fdc5"
+[PiecewiseLinearOpt]
+    rev = "f674332f09b8f4c1216a9c4cf309fa27cbad9e1b"
+    extension = true
 [PolyJuMP]
     rev = "v0.7.5"
     extension = true
diff --git a/docs/styles/config/vocabularies/JuMP/accept.txt b/docs/styles/config/vocabularies/JuMP/accept.txt
index 499869f1737..405aa16be05 100644
--- a/docs/styles/config/vocabularies/JuMP/accept.txt
+++ b/docs/styles/config/vocabularies/JuMP/accept.txt
@@ -5,6 +5,7 @@ autodiff
 arXiv
 backports
 bikeshedding
+[Bb]ivariate
 blogposts
 broadcasted
 [Bb]ugfix(?(es))