Middle clicking on a link brings it up in a separate tab.

If your mouse does not have a middle click button, buy one. It is a godsend.

If not, re-map one of your mouse buttons to be a Button-3. I often remap the forward button to Button 3. How often would you want to go forward to a page after you've gone back?