Editing or removing unwanted tags can be performed by mousing over the item in the list you wish to edit or delete. It will highlight in blue and expose additional controls for that item. Clicking the "X" icon will delete the item from the list. Clicking the pencil icon will place the name into an editiable field where you can make and save your changes.