Have you tried using newspaper or old towels? You could put them underneath the straw, so the liquid runs through the straw and then soaks into them. Or those wood pellets they sell for horse bedding, that fall apart into sawdust when they get wet. Those can absorb LOTS of liquid.
Or maybe a...