You should use Auto-publish if do not have any written response questions that need manually graded.
You should NOT use auto-publish if you have written response questions that need manually graded.
The auto-publish option is under Evaluation & Feedback. Uncheck if you have manually graded questions. Check if you do not have manually graded questions.
