diff --git a/cmake/kenlmConfig.cmake.in b/cmake/kenlmConfig.cmake.in
index 592407d..86abd36 100644
--- a/cmake/kenlmConfig.cmake.in
+++ b/cmake/kenlmConfig.cmake.in
@@ -5,6 +5,12 @@ include(CMakeFindDependencyMacro)
 find_dependency(Boost)
 find_dependency(Threads)
 find_dependency(double-conversion CONFIG)
+if("@ENABLE_INTERPOLATE@")
+  find_dependency(Eigen3)
+  if("@OPENMP_CXX_FOUND@")
+    find_dependency(OpenMP)
+  endif()
+endif()
 
 # Compression libs
 if (@ZLIB_FOUND@)
diff --git a/lm/interpolate/CMakeLists.txt b/lm/interpolate/CMakeLists.txt
index d23e959..26b6092 100644
--- a/lm/interpolate/CMakeLists.txt
+++ b/lm/interpolate/CMakeLists.txt
@@ -24,6 +24,7 @@ if(ENABLE_INTERPOLATE)
 
 
   find_package(OpenMP)
+  set(OPENMP_CXX_FOUND "${OPENMP_CXX_FOUND}" CACHE INTERNAL "For exported config")
   if (OPENMP_CXX_FOUND)
     target_link_libraries(kenlm_interpolate PUBLIC OpenMP::OpenMP_CXX)
   endif()