Short term borrowing refers to those loans that need to be repaid within typically one to ~five years.
It includes what you owe on your credit card(s), personal loans, car loans, student loans etc.
Banks and financial institutions give you money in exchange for the money back over time plus a little bit extra (interest), they also incur fees per year.