Enzyme compositions comprising laccase, lipase, cationic polymer, and optionally laccase activator, for paper making application are disclosed. It also relates to the use of the enzyme composition to improve dry strength property of a paper product made from lignocellulosic-containing materials before or after mechanical refining in a paper making process.