1. Maximise the Keywording section (click arrow so it point downwards).
2. From the "Keyword Tags" options box select "Enter Keywords"
3. Click in the box which shows the keyword tags (the box background now turns white).
4. Highlight the keyword you wish to remove.
5. Press the delete key.