Rice indica varieties have higher nitrogen use efficiency (NUE) than that of japonica varieties. Here, the authors show that natural variation of OsWRKY23 and its interaction with DULL NITROGEN RESPONSE1 (DNR1)-mediated auxin accumulation play a role in NUE divergence between the two rice subspecies.