diff --git a/.gitignore b/.gitignore
index bd625c22249fbc97ba8eec1a5218c373c1ea0cef..5133b408045b4490147ccf3ca8c43db90d1fa667 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,7 +14,7 @@ build/
 # Documentation
 docs/build
 docs/vale/styles/*
-!docs/vale/styles/Vocab/
+!docs/vale/styles/config/
 !docs/vale/styles/custom/
 
 .idea
diff --git a/docs/.gitlab-ci.yml b/docs/.gitlab-ci.yml
index 9f8227dbd0ad57fdca46b0a8baae810312b242db..68d7fd2a3ea36f9a3a4b331e014b6cecef156d36 100644
--- a/docs/.gitlab-ci.yml
+++ b/docs/.gitlab-ci.yml
@@ -20,7 +20,7 @@ build-documentation:
 lint-documentation:
   stage: documentation
   image:
-    name: jdkato/vale:v2.30.0
+    name: jdkato/vale:latest
     entrypoint: [""]
 
   tags:
diff --git a/docs/vale/styles/Vocab/Sphinx/accept.txt b/docs/vale/styles/config/vocabularies/Sphinx/accept.txt
similarity index 100%
rename from docs/vale/styles/Vocab/Sphinx/accept.txt
rename to docs/vale/styles/config/vocabularies/Sphinx/accept.txt
diff --git a/docs/vale/styles/Vocab/geant-jargon/accept.txt b/docs/vale/styles/config/vocabularies/geant-jargon/accept.txt
similarity index 100%
rename from docs/vale/styles/Vocab/geant-jargon/accept.txt
rename to docs/vale/styles/config/vocabularies/geant-jargon/accept.txt