We analyze time-averaged spectra from 86 bright gamma-ray bursts from
the first 5 years of the Burst And Transient Source Experiment (BATSE)
on board the Compton Gamma Ray Observatory to determine whether the l
owest energy data are consistent with a standard spectra form fit to t
he data at all energies. The BATSE Spectroscopy Detectors have the cap
ability to observe photons as low at 5 keV. Using the gamma-ray burst
locations obtained with the BATSE Large Area Detectors, the Spectrosco
py Detectors' low-energy response can be modeled accurately. This, tog
ether with a postlaunch calibration of the lowest energy Spectroscopy
Detector discriminator channel, which can lie in the range 5-20 keV, a
llows spectral deconvolution over a broad energy range, similar to 5 k
eV to 2 MeV. The additional coverage allows us to search for evidence
of excess emission, or for a deficit, below 20 keV. While no burst has
a significant (greater than or equal to 3 sigma) deficit relative to
a standard spectra model, we find that 12 bursts have excess low-energ
y emission, ranging between 1.2 and 5.8 times the model flux, that exc
eeds 5 sigma in significance. This is evidence for an additional low-e
nergy spectral component in at least some bursts, or for deviations fr
om the power-law spectral form typically used to model gamma-ray burst
s at energies below 100 keV.