Recently, we have shown that the Hajek-Le Cam lower bound for asymptotic efficiency in estimation and the lower bound for the Pitman efficiency in hypothesis testing can be extended to the moderate deviation zone if weak additional assumptions hold. In this paper, we present a version of these results in the semiparametric form. Bibliography: 26 titles. © 2008 Springer Science+Business Media, Inc.