diff --git a/java/dataset/pom.xml b/java/dataset/pom.xml
index 35fd869ef092d..40cff06405eef 100644
--- a/java/dataset/pom.xml
+++ b/java/dataset/pom.xml
@@ -211,7 +211,7 @@
                             <systemPropertyVariables>
                                 <arrow.test.dataRoot>${project.basedir}/../../testing/data</arrow.test.dataRoot>
                             </systemPropertyVariables>
-                            <argLine>--add-reads=org.apache.arrow.dataset=com.fasterxml.jackson.databind --add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED</argLine>
+                            <argLine combine.self="override">--add-reads=org.apache.arrow.dataset=com.fasterxml.jackson.databind --add-opens=java.base/java.nio=org.apache.arrow.dataset,org.apache.arrow.memory.core,ALL-UNNAMED</argLine>
                         </configuration>
                     </plugin>
                 </plugins>