Cailhier was born in 1947 in Salaberry-de-Valleyfield. Her father, Antonin Cailhier, was a professor at the Séminaire de Valleyfield. Her mother, Marguerite Cailhier, was the first female graduate in literary science at Pensionnat de Valleyfield.
