If you use Firefox or Chrome you can change default font sizes in preferences on a per-language basis. You can also change the default font used. It's pretty useful, lets me replace shitty system fonts with better ones and also bump up the size for Chinese.

It does not apply to text using absolute font-sizes however, just text that uses things like font-size:medium (or inherits the document default font size, which is also medium)