Tell your parents why your partner is a good match for you. Talk about moments when he gave you support and comfort. For example, you could mention a time your partner cheered you up when you were feeling down or present values you both share.
Maybe your family will soften the attitude when they learn just how incredible he is. They genuinely want to see you happy.