An object will continue to have acceleration until

$\text{F}\propto \text{a}$

$\text{F}\propto \frac{\text{dp}}{\text{dt}}$

So acceleration is produced when an unbalanced force acts on it. The body will continue to have acceleration until resultant force on it becomes zero.