Democratic Labor Party (historical) Tags: Political Party.The Democratic Labor Party (DLP) was an Australian political party. The party came into existence in 1955 as the Australian Labor Party (Anti-Communist) was renamed the Democratic Labor Party in 1957 and continued to exist until 1978. Learn more... Loading...