Yes, you can. Your in-laws will need to issue you form 1098 and mail one copy to IRS. You can take the deduction and they will need to claim the interest income on their return. If you just claim the deduction and IRS will not receive anything to match it against they will disallow the deduction.
great, that's what i needed. thank you.