I don't know if you already resolve this problem, or anyone trying to solve this right now but, here is my solution for this!
$j(':input:not(textarea)').keydown(function(event){
var kc = event.witch || event.keyCode;
if(kc == 13){
event.preventDefault();
$j(this).closest('form').attr('data-oldaction', function(){
return $(this).attr('action');
}).attr('action', 'javascript:;');
alert('some_text_if_you_want');
$j(this).closest('form').attr('action', function(){
return $(this).attr('data-oldaction');
});
return false;
}
});