Darmi

I was confused by it at first but you have to do "attack throws" rather than normal "throws".  In your character's move list, look for the AT symbol.  An example is while rising B  with Zasalamel (B being vertical attack).  If you hit with that he will go into a throw, so spam that until you get the treasure.