Wasted hours trying to fix this problem with IE. Firefox works A-OK.
Using JSP and if you have a form with one input field and the Submit button is not labelled Submit, then IE will not submit the form data on Enter. You have to click the "Submit" button to get it to work.
So jumped into Stack Overflow and here's the answer to my question