What is the meaning of " Acceleration is negative if it is in the direction opposite to the direction of velocity."
It means that the acceleration which would be deceleration in this case is acting in such a way that it tends to decrease the velocity of the body and thus has a negative effect. That is why it is known as negative acceleration