The lawsuit was filed Thursday in Fulton County State Court against the newspaper, its parent company, Cox Enterprises, as well as its publisher, managing editor and editorial page editor Cynthia Tucker.

Among other allegations, the lawsuit alleges the paper contained libelous and defamatory statements in two of Tucker's 2006 columns, including one about the congresswoman's...