Tap the "Admin" button to delete a tag on the "Today" tab.
Then tap "Tag" to switch from task admin to tag admin mode.
Tap the tap tag to be deleted.
Tap the "Delete Tag" button at the bottom to delete the tag. All tag info for this tag on task and task entry level will be removed. It will affect the bookmark concerning this tag as well.