BoED makes it pretty clear that it is, in fact, Evil to kill "noncombatants" and that, in the case of non-Always Evil creatures, they should be approached with the assumption that they are redeemable- "orcs, goblins, and even the thoroughly evil drow".
The idea that goblins are a "plague" or...