How can I get a divorce without my spouse signing the documents if he lives in Mississippi and does not want to see me?

If your spouse will not agree to an irreconcilable differences divorce, your only other option is to sue him for divorce on one of the statutory grounds (ie, adultery, desertion, habitual cruel and inhuman treatment, habitual drunkenness, habitual drug use, etc).