You'll need to be more aggressive. Call people and say "Ok, how's Thursday at 2pm for you, on helping me move this stuff?" They're probably waiting for you to tell them when they're supposed to be there helping. You can work out the wheres and whens on the phone.

Traditionally, if people help you move a large amount of stuff, you feed them. Maybe offer chili? Or soup? Or maybe pizza?