Considering the next book is called "The Mark of Athena" I would say there's a very very good chance that Annabeth will have some chapters and in the least will be a big part of the story. I can already see what's gonna happen in the next book or the last one. Percy may have to lose Annabeth to win against Gaea and he will tell the prophecy to go fuck itself.