diff --git a/torque.spec b/torque.spec
index 12c5652..fcb2b5b 100644
--- a/torque.spec
+++ b/torque.spec
@@ -459,6 +459,8 @@ popd
 
 %if 0%{?doxydoc}
 mv %{buildroot}%{_defaultdocdir}/torque-drmaa/man/man3/* %{buildroot}%{_mandir}/man3/.
+# Remove strange doxygen directory reference file
+rm %{buildroot}%{_mandir}/man3/_*
 rm -rf %{buildroot}%{_defaultdocdir}/torque-drmaa/html/*
 rm -rf %{buildroot}%{_defaultdocdir}/torque-drmaa/latex/*
 # Include drmaa.pdf later from the src tree.