Enemies' thrown weapons disappear when dropped
The small rocks thrown by goblins disappear if you pick up and then drop them. They do not disappear when you throw them.
EDIT: Weapons thrown by enemies also disappear if you pick up and then drop them. In both cases (rocks and weapons) the "you drop a X" message is not displayed.