Don't cut the lime straight through the center; opt for a slightly off-center cut. Then, slice the larger half in half lengthwise once more to remove the core from the center.
You should have three sections of lime when you are finished. Removing the core makes the line more flexible so you can squeeze it more, resulting in more juice.