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.