When playing Hypixel's wither challenge, I did a lot if bow exclusive combat as the demon hunter class, and my hunger depleted very slowly, even firing hundreds of arrows. Swords depleted my hunger 3 or 4 times faster, leading me to conclude the bow was not affecting my hunger.