It's normal for everyone to use their own language. We refer to the Chinese government, not the Chinese zhengfu. And the same criteria that let us know that the Chinese "全国人大" is part of a "government", despite the Chinese preferring not to use that word, also let us know that the British "Parliament" is part of a "government", despite the British preferring not to use that word.