In certain embodiments, methods, compounds, and compositions for treating B-cell lymphoma or hepatocellular carcinoma by inhibiting expression of STAT3 mRNA or protein in an animal are provided herein. Such methods, compounds, and compositions are useful to treat, prevent, or ameliorate B-cell lymphoma or hepatocellular carcinoma.