Are you using a rotary cutter or scissors? That makes a big difference in any advice. Have you tried starching your fabric? By having a slightly stiffer piece to start with, there is less wobble in the cutting.
If you use the rotary cutter, try a smaller square ruler to cut the individual pieces.