diff --git a/.github/labeler.yml b/.github/labeler.yml
index e878be9c1e..296d0574ae 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,16 +1,15 @@
 Documentation:
-- doc/source/**/*
-- examples/**/*
+- changed-files:
+  - any-glob-to-any-file: ['doc/source/**/*', 'examples/**/*']
+
 Maintenance:
-- .github/**/*
-- codecov.yml
-- .flake8
-- .coveragerc
-- ignore_words.txt
-- pyproject.toml
+- changed-files:
+  - any-glob-to-any-file: ['.github/**/*', 'codecov.yml', '.flake8', '.coveragerc', 'ignore_words.txt', 'pyproject.toml']
+
 Dependencies:
-- pyproject.toml
+- changed-files:
+  - any-glob-to-any-file: ['pyproject.toml']
+
 CI/CD:
-- docker/**/*
-- .github/**/*
-- .ci/**/*
+- changed-files:
+  - any-glob-to-any-file: ['docker/**/*', '.github/**/*', '.ci/**/*']
diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml
index 61d96413ad..415b92738e 100644
--- a/.github/workflows/label.yml
+++ b/.github/workflows/label.yml
@@ -34,10 +34,10 @@ jobs:
 
     # Label based on modified files
     - name: Label based on changed files
-      uses: actions/labeler@v4
+      uses: actions/labeler@v5
       with:
         repo-token: "${{ secrets.GITHUB_TOKEN }}"
-        sync-labels: ''
+        sync-labels: true
 
     # Label based on branch name
     - uses: actions-ecosystem/action-add-labels@v1