Lerp is a linear interpolation, whereas Slerp is a spherical interpolation.
In the first case, the interpolated point will ‘move’ from the first to the second argument along the segment formed by these two points.
In the second case, the interpolated point will ‘move’ from the first to the second argument along the sphere surface which center is calculated so that the first and second argument belong to the arc.