Hide the Search Box in Internet Explorer 11 with a Registry tweak. Go to the following Registry key. See how to go to a Registry key with one click. On the right, modify or create a new 32-Bit DWORD value " ShowTabsBelowAddressBar ". Set it to 0 to hide the search box. The value data of 1 will enable it.