No. Darkwood items do weight less then normal items, but weight has nothing at all to do with the effort needed to wield a weapon (light, 1-handed, 2-handed).
On a similar note, mithral weapons also do not change the effort needed to wield them. A Medium sized mithral longsword is still a one-handed weapon for Medium sized creatures.