diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index 039f8a1..bac3841 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -34,6 +34,7 @@ jobs:
         uses: ansys/actions/doc-style@v5
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
+          vale-version: "3.1.0"
 
   smoke-tests:
     name: "Build and Smoke tests"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b7b44cc..864a3ec 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -40,7 +40,7 @@ repos:
   rev: v2.2.6
   hooks:
   - id: codespell
-    args: ["--ignore-words", "doc/styles/Vocab/ANSYS/accept.txt"]
+    args: ["--ignore-words", "doc/styles/config/vocabularies/ANSYS/accept.txt"]
 
 # this validates our github workflow files
 - repo: https://github.com/python-jsonschema/check-jsonschema
diff --git a/doc/.vale.ini b/doc/.vale.ini
index b10919f..a335391 100644
--- a/doc/.vale.ini
+++ b/doc/.vale.ini
@@ -26,6 +26,7 @@ Vocab = ANSYS
 
 # Apply the following styles
 BasedOnStyles = Vale, Google
+Vale.Terms = NO
 
 # Removing Google-specific rule - Not applicable under some circumstances
 Google.Colons = NO
\ No newline at end of file
diff --git a/doc/styles/Vocab/ANSYS/accept.txt b/doc/styles/config/vocabularies/ANSYS/accept.txt
similarity index 100%
rename from doc/styles/Vocab/ANSYS/accept.txt
rename to doc/styles/config/vocabularies/ANSYS/accept.txt
diff --git a/doc/styles/Vocab/ANSYS/reject.txt b/doc/styles/config/vocabularies/ANSYS/reject.txt
similarity index 100%
rename from doc/styles/Vocab/ANSYS/reject.txt
rename to doc/styles/config/vocabularies/ANSYS/reject.txt