diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
index 1ab44d977..550cac42f 100644
--- a/jvm-packages/pom.xml
+++ b/jvm-packages/pom.xml
@@ -477,11 +477,6 @@
             <version>${scala.version}</version>
             <scope>provided</scope>
         </dependency>
-        <dependency>
-            <groupId>org.scala-lang</groupId>
-            <artifactId>scala-reflect</artifactId>
-            <version>${scala.version}</version>
-        </dependency>
         <dependency>
             <groupId>org.scala-lang</groupId>
             <artifactId>scala-library</artifactId>
diff --git a/jvm-packages/xgboost4j-gpu/pom.xml b/jvm-packages/xgboost4j-gpu/pom.xml
index 5ffe0588c..1d7a06708 100644
--- a/jvm-packages/xgboost4j-gpu/pom.xml
+++ b/jvm-packages/xgboost4j-gpu/pom.xml
@@ -38,18 +38,6 @@
             <version>4.13.2</version>
             <scope>test</scope>
         </dependency>
-        <dependency>
-            <groupId>com.typesafe.akka</groupId>
-            <artifactId>akka-actor_${scala.binary.version}</artifactId>
-            <version>2.6.20</version>
-            <scope>compile</scope>
-        </dependency>
-        <dependency>
-            <groupId>com.typesafe.akka</groupId>
-            <artifactId>akka-testkit_${scala.binary.version}</artifactId>
-            <version>2.6.20</version>
-            <scope>test</scope>
-        </dependency>
         <dependency>
             <groupId>org.scalatest</groupId>
             <artifactId>scalatest_${scala.binary.version}</artifactId>
diff --git a/jvm-packages/xgboost4j/pom.xml b/jvm-packages/xgboost4j/pom.xml
index 7c5c33e87..3a1c4b2cf 100644
--- a/jvm-packages/xgboost4j/pom.xml
+++ b/jvm-packages/xgboost4j/pom.xml
@@ -31,18 +31,6 @@
             <version>4.13.2</version>
             <scope>test</scope>
         </dependency>
-        <dependency>
-            <groupId>com.typesafe.akka</groupId>
-            <artifactId>akka-actor_${scala.binary.version}</artifactId>
-            <version>2.6.20</version>
-            <scope>compile</scope>
-        </dependency>
-        <dependency>
-            <groupId>com.typesafe.akka</groupId>
-            <artifactId>akka-testkit_${scala.binary.version}</artifactId>
-            <version>2.6.20</version>
-            <scope>test</scope>
-        </dependency>
         <dependency>
           <groupId>org.scalatest</groupId>
           <artifactId>scalatest_${scala.binary.version}</artifactId>