The thing is, they never managed to introduce conscription into Ireland, and moves made to introduce it in the latter stages of the Great War led to an energetic, and in the event, a successful, movement against that happening - which provided a chance for republicans and others to get back into organised campaigning in the wake of the Easter Rising.
This song became extremely popular around that time, understandably.