How to change `Accept-Language` in Chrome

I don't want to use Chinese as second language but `Accept-Language` was:

Accept-Language:ko,zh-CN;q=0.8,zh;q=0.6,en-US;q=0.4,en;q=0.2

You can fix as follows:

Settings -> Show advanced settings... -> Language and input settings...

And then fix your language preferences.