"Large gulps" refers to taking big or long swallows of a drink, typically when someone is very thirsty or trying to drink a lot of liquid quickly. Full definition
It is believed that when a dog swallows large gulps of water they oftentimes also gulp large pockets of air which can build up in the stomach. (caninejournal.com)