If you submitted your return without signing it, all is not lost. In all likelihood, the state of MA will simply send you a letter requesting your signature. And once they receive your signature, they’ll go ahead and process your return. You should probably just sit tight and wait to hear from MA.
If you'd like to contact the MA Department of Revenue, click on Massachusetts (MA).