Curling happens when you knit in stockinette stitch no matter what and not just because you knit too tight.
The only way around this is to knit in a border of purl or garter stitch. You can either knit the purl or garter stitch into the knitting itself (at the edges), or knit a seperate border, then sew it on.
Hope that helps.
