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In 2001, Gilmore was the chair of the Republican National Committee, the national committee of the United States Republican Party. He was elected to the position in 2000 and served until 2003. As chair, Gilmore oversaw the Republican Party's campaign efforts in the 2002 midterm elections, which resulted in the party gaining seats in both the House of Representatives and the Senate.