New Lebanon is a town in Columbia County, New York, U.S. , 24 miles (39 km) southeast of Albany. In 1910, 1,378 people lived in New Lebanon, New York. The population was 2,454 at the 2000 census. The Town of New Lebanon is in the northeast part of Columbia County. US 20 crosses the town.