JERUSALEM -- A right-wing politician who is calling for the expulsion of Israel's Arab citizens looks set to score big gains in national elections here on Tuesday.

Avigdor Lieberman's party, called Yisrael Beiteinu, or Israel Is Our Home, is running a close third in current polls, which could make the Moldovan immigrant and former nightclub...