Help! Lost some of my vocabulary

Can anybody help me? I noticed a while ago that some of my saved vocabulary disappeared. Is there a time limit to how long it is stored? ... I am a slow learner and do not own yet all of that earlier vocab...

 Is there a way to retrieve it? Or do I have to go back to the lessons and save it again?