Simple, since Coulombic forces are inverse square forces, an increase in distance will result in a weaker force. If we compare the bond length of aniline and a similar P-aromatic bond length, the distances will be about 139 pm vs 180 pm. I would argue the distance of the bonding electrons from each carbon should be similar, therefore the bonding electrons of phosphorous should be found at a greater distance from the nucleus than nitrogen. This greater distance should result in a weaker bond pair-bond pair repulsion.
One might also anticipate several effects upon the non-bonded electrons as well. Since the bonded electrons are further from one another, the non-bonded electrons can be pulled slightly closer to the nucleus. If they do, the nuclear repulsion to protons will be greater and phosphorous bases strength weaker or phosonium acid strength greater.