Yes. Follow these steps to edit a published story:
1. From Profile Menu, click on Dashboard
2. Go to Stories section
3. Click on Published tab
4. Hover over the three dots …
5. Click on Edit
6. You will be taken to the text editor, once you finish editing the story, click Publish
7. Your changes will be published and you will get a confirmation
You can also edit it by going to the story page and click on ... and then click on Edit.