If you have jQuery it's simple
$("a").attr("target", "_blank");
Or regular Javascript
var links = document.links;
for (var i = 0; i < links.length; i++) {
links[i].target = "_blank";
}
As per @Lekensteyn's suggestion, without Javascript (added for Completeness)
.