Most pesticides for caterpillars will also kill the pollinating insects that you have to have for citrus plants. You could try to encourage "natural predators" (but it's probably too late to change things this year). You could also get a few friends round for a "get rid of the caterpillars" party. Serve some food, make nice drinks, and ask them to help.