Does a person who has been here illegally for 12 years have any opportunity to become legal?

There is no path to lawful permanent residence based upon length of time in the United States. You may be able to obtain lawful permanent residence through marriage to your United Stares citizen girlfriend. The process will depend upon how you entered the United States. You can read more about family immigration at http://myattorneyusa.com/family-immigration.