Just found out my ex NEVER filed our joint taxes!

I need help! Just found out my ex never filed our joint taxes for 2018-2021 and now I'm on the hook for $40k in back taxes!? What's "innocent spouse relief" and has it actually worked for anyone here? Do I need professional help?