We performed density-functional theory calculations for Na or K adsorb
ates on GaAs(110). The alkali-metal adatoms are found to donate their
valence electrons into Ga dangling bonds. This results in a lattice re
laxation around the occupied Ga orbital with a very strong polaron shi
ft of about 1 eV. Moreover, it is predicted that two polarons can merg
e, forming a surface bipolaron. The polaron as well as the bipolaron s
tates are localized, which explains the observed non-metallic characte
r of the surface. The formation of the localized bipolaron can be also
described in terms of a ''negative-U'' behavior of the Ga dangling or
bital. We discuss how the formation of bipolarons may affect STM image
s and surface core-level photoemission spectra.