How do the Government compensate the wrongfully convicted?

After reading how another man in Dallas was wrongfully convicted serving many years in prison, who then is responsible or held liable for the loss of freedom and everything else you could imagine? theres been over 20 since 2001, why not charge the overly aggressive prosecutors seeking convictions at any cost?