We provide a consistent regularization procedure for calculating hadron str
ucture functions in a chiral quark model, The structure functions are extra
cted from the absorptive part of the forward Compton amplitude in the Bjork
en limit. Since this amplitude is obtained as a time-ordered correlation fu
nction its regularization is consistently determined from the regularizatio
n of the bosunized action. We find that the Pauli-Villars regularization sc
heme is most suitable because it preserves both the anomaly structure of QC
D and the leading scaling behavior of hadron structure functions in the Bjo
rken limit, We show that this procedure yields the correct pion structure f
unction. In order to render the sum rules of the regularized polarized nucl
eon structure functions consistent with their corresponding axial charges w
e find it mandatory to further specify the regularization procedure. This s
pecification goes beyond the double subtraction scheme commonly employed wh
en studying static hadron properties in this model. In particular the prese
nt approach serves to determine the regularization prescription for structu
re functions whose leading moments are not given by matrix elements of loca
l operators. In this regard we conclude somewhat surprisingly that in this
model the Gottfried sum rule does not undergo regularization. (C) 1999 Else
vier Science B,V. All rights reserved.