Also see Android
Facebook upload stuck in notifications
This is probably a problem with the Facebook application. In my case the answer was to go Settings > Application Manager > Facebook > Clear data. I did have to relogin to Facebook though.
Things I don't like
- There's no way to access the internal SD memory card as a USB mass storage device without first rooting your device.