An extensive phytochemical investigation on the roots of Glycyrrhiza uralensis led to the isolation of two new minor chalcone acetylglycosides, i.e., 6″-O-acetylisoliquiritin (1) and 6″-O-acetylneoisoliquiritin (2), including 16 kinds of known constituents (3-18) of flavonoids, chalcones and triterpene saponins. The chemical structures of 1 and 2 were established by spectroscopic analyses of them, particularly by the aid of two-dimensional NMR experiments, COSY, DEPT, HSQC and HMBC. Some isolated components except 1 and 2 exhibited significant inhibitory effects on the proliferation of cultured tumor cell lines, such as A549, SK-OV-3, A-498, and HCD15, in vitro.