Sef urls do not work properly on lighttpd & nginx web servers

I got SEF urls to work on nginx 1.1.19 running on ubuntu 12.04. In the virtual hosts file for nginx the location block looks like this.

location / {
                
                try_files $uri $uri/ /index.php?$args;
        }