Question on correcting Non-native speakers

I could not answer this question because I found it too general. My answer would vary depending on context and relationship with the speaker. In a class I generally would, in a one on one conversation if the person has asked me for help I may. In a social situation I would consider it incredibly rude. Whilst I may ask for clarification that is something I would also do with a native speaker.