The incumbent president, Koroma, has pointed to his accomplishments during his first term, pleading with voters in his campaign signs: "I Will Do More."
He faced eight opponents including leading opposition figure Julius Maada Bio, a retired brigadier-general who calls himself the "father of democracy" after his brief three-month tenure at the country's helm in 1996.
Associated Press writer Krista Larson contributed to this report.
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