The Federalist Papers, authored between 1787 and 1788 by Alexander Hamilton, James Madison, and John Jay under the pseudonym 'Publius,' aimed to promote the adoption of the newly proposed Constitution of the United States. Although later attribution lists surfaced, some papers remain disputed in terms of their authorship between Hamilton and Madison. This dilemma has been extensively studied in statistical natural language processing, focusing on determining whether Hamilton or Madison wrote each of the contested papers.