Currently, player melee damage is low and doesn't scale with enemy health/armor. The high damage from enemies in melee means getting the player getting close enough to use melee is too great a risk if they can't be reliably killed.
EDIT: Alternatively, adding an AP might be a more meaningful change that buffing strength itself.