The Photoshop Elements 10 Book for Digital Photographers There will be plenty of times when you create a keyword tag or an album and later decide you don't want it anymore. Here's how to get rid of them: Deleting Keyword Tags or Albums Step One: To delete a keyword tag or album, start by Right clicking on the keyword tag or album you want to delete in the Keyword Tags or Albums palette on the right side of the Organizer, and choosing Delete Keyword Tag or Delete Album from the pop up menu.