Spouse Owes Child Support

My husband owes child support and we don't have a child together. What is the best filing method for me? Can I file jointly? Will IRS take my return for his child support? I file separately before and it worked great but now I am not eligible for the Earned Income Credit and my tax return went down 2.5 thousand lower. What's the best thing to do? Thank you