Given a tropical variety X and two non-negative integers p and q we define homology group Hp,q(X). We show that if X is a smooth tropical variety that can be represented as the tropical limit of a 1-parameter family of complex projective varieties, then dimHp,q(X) coincides with the Hodge number hp,q of a general member of the family.