diff --git a/.github/labeler.yml b/.github/labeler.yml
index f5d90427..5458eb88 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,8 +1,9 @@
 documentation:
-- doc/source/**/*
+- changed-files:
+  - any-glob-to-any-file: ['doc/source/**/*']
 maintenance:
-- .github/**/*
-- .flake8
-- pyproject.toml
+- changed-files:
+  - any-glob-to-any-file: ['.github/**/*', '.flake8', 'pyproject.toml']
 dependencies:
-- requirements/*
+- changed-files:
+  - any-glob-to-any-file: ['requirements/*']
diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml
index 2e974e9f..45076b50 100644
--- a/.github/workflows/label.yml
+++ b/.github/workflows/label.yml
@@ -32,10 +32,9 @@ 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: ''
 
     # Label based on branch name
     - uses: actions-ecosystem/action-add-labels@v1