This paper presents an approximated formula of the convexity adjustment of Constant Maturity Swap rates, using Wiener Chaos expansion, for multi-factor lognormal zero coupon models.We derive closed formulae for CMS bond and swap and apply results to various well-known one-factor models (Ho and...