diff --git a/CHANGELOG.adoc b/CHANGELOG.adoc
index c061edd7a..9e1bf7f83 100644
--- a/CHANGELOG.adoc
+++ b/CHANGELOG.adoc
@@ -15,6 +15,7 @@
 === Bug fixes
 
 - https://github.com/eclipse-syson/syson/issues/2232[#2232] [configuration] Fix a serialization problem of the View models of SysON representations.
+- https://github.com/eclipse-syson/syson/issues/2237[#2237] [diagrams] Fix the item label inside `frames`, `require constraints`, and `assume constraints` compartments.
 
 === Improvements
 
diff --git a/backend/services/syson-diagram-services/src/main/java/org/eclipse/syson/diagram/services/DiagramQueryLabelService.java b/backend/services/syson-diagram-services/src/main/java/org/eclipse/syson/diagram/services/DiagramQueryLabelService.java
index 423fc03af..950f281bb 100644
--- a/backend/services/syson-diagram-services/src/main/java/org/eclipse/syson/diagram/services/DiagramQueryLabelService.java
+++ b/backend/services/syson-diagram-services/src/main/java/org/eclipse/syson/diagram/services/DiagramQueryLabelService.java
@@ -96,11 +96,16 @@ public class DiagramQueryLabelService implements IDiagramLabelService {
     @Override
     public String getIdentificationLabel(Element element) {
         StringBuilder label = new StringBuilder();
+        var shortNameLabel = this.getShortNameLabel(element);
+        String declaredName = element.getDeclaredName();
+
         if (element instanceof ActionUsage && element.eContainer() instanceof StateSubactionMembership ssm) {
-            label.append(ssm.getKind()).append(LabelConstants.SPACE);
+            label.append(ssm.getKind());
+            if (!shortNameLabel.isBlank() || declaredName != null) {
+                label.append(LabelConstants.SPACE);
+            }
         }
-        label.append(this.getShortNameLabel(element));
-        String declaredName = element.getDeclaredName();
+        label.append(shortNameLabel);
         if (declaredName != null) {
             label.append(declaredName);
         }
@@ -119,6 +124,7 @@ public String getReferenceSubsettingLabel(Element element) {
             if (!referenceSubsetting.isIsImplied()) {
                 var referencedFeature = referenceSubsetting.getReferencedFeature();
                 if (referencedFeature != null) {
+                    label.append(LabelConstants.SPACE);
                     label.append(LabelConstants.REFERENCES);
                     label.append(LabelConstants.SPACE);
                     label.append(this.getDeclaredNameLabel(referencedFeature));
@@ -549,11 +555,11 @@ public String getDependencyLabel(Dependency dependency) {
     }
 
     /**
-     * Returns the label for the given {@code dependency}.
+     * Returns the label for the given {@link SatisfyRequirementUsage}.
      *
-     * @param dependency
-     *            the dependency to get the edge label from
-     * @return the edge label
+     * @param satisfyRequirementUsage
+     *          The given {@link SatisfyRequirementUsage}
+     * @return the label for the given {@link SatisfyRequirementUsage}
      */
     public String getSatisfyLabel(SatisfyRequirementUsage satisfyRequirementUsage) {
         StringBuilder label = new StringBuilder();
@@ -577,8 +583,19 @@ private String getCompartmentItemLabel(ConstraintUsage constraintUsage, boolean
         } else if (!constraintUsage.getOwnedMember().isEmpty() && constraintUsage.getOwnedMember().get(0) instanceof Expression expression) {
             label.append(this.getSysmlTextualRepresentation(expression, directEditInput));
         } else {
-            // The constraint doesn't have an expression, we use its name as default label.
-            label.append(this.getIdentificationLabel(constraintUsage));
+            var identificationLabel = this.getIdentificationLabel(constraintUsage);
+            if (identificationLabel.isBlank()) {
+                // The constraint doesn't have an expression and does not have a name, we use the referenced feature name if the referenced feature exists
+                var ownedReferenceSubsetting = constraintUsage.getOwnedReferenceSubsetting();
+                if (ownedReferenceSubsetting != null) {
+                    label.append(this.getIdentificationLabel(ownedReferenceSubsetting.getReferencedFeature()));
+                }
+            } else {
+                // The constraint doesn't have an expression and has a name, we use its name and the referenced feature name
+                label.append(this.getIdentificationLabel(constraintUsage));
+                label.append(this.getReferenceSubsettingLabel(constraintUsage));
+            }
+
         }
         return label.toString();
     }
@@ -648,7 +665,7 @@ public String getInitialDirectEditListItemLabel(Documentation documentation) {
      * Get the value to display when a direct edit has been called on the given {@link Comment}.
      *
      * @param comment
-     *            the given {@link comment}.
+     *            the given {@link Comment}.
      * @return the value to display.
      */
     public String getInitialDirectEditListItemLabel(Comment comment) {
diff --git a/backend/services/syson-diagram-services/src/test/java/org/eclipse/syson/diagram/services/DiagramQueryLabelServiceTest.java b/backend/services/syson-diagram-services/src/test/java/org/eclipse/syson/diagram/services/DiagramQueryLabelServiceTest.java
index 19cf66027..7e6b2c691 100644
--- a/backend/services/syson-diagram-services/src/test/java/org/eclipse/syson/diagram/services/DiagramQueryLabelServiceTest.java
+++ b/backend/services/syson-diagram-services/src/test/java/org/eclipse/syson/diagram/services/DiagramQueryLabelServiceTest.java
@@ -1,5 +1,5 @@
 /*******************************************************************************
- * Copyright (c) 2025 Obeo.
+ * Copyright (c) 2025, 2026 Obeo.
  * This program and the accompanying materials
  * are made available under the terms of the Eclipse Public License v2.0
  * which accompanies this distribution, and is available at
@@ -179,6 +179,7 @@ void testItemCompartmentLabelWithName() {
     }
 
     @DisplayName("Check Attribute Usage item label with name and short name")
+    @Test
     void testItemCompartmentLabelWithNameAndShortName() {
         AttributeUsage attributeUsage = SysmlFactory.eINSTANCE.createAttributeUsage();
         attributeUsage.setDeclaredName(ATTRIBUTE_USAGE_NAME);
@@ -270,9 +271,9 @@ void testItemCompartmentLabelWithPrefixAndMultiplicity() {
                 this.labelService.getCompartmentItemLabel(attributeUsage));
     }
 
-    @DisplayName("GIVEN a ConstraintUsage with no expression, WHEN its label is computed, THEN the label contains the name of the constraint")
+    @DisplayName("GIVEN a ConstraintUsage without expression, with declared name, without requiring another constraint, WHEN its label is computed, THEN the label contains the name of the constraint")
     @Test
-    public void testGetCompartmentItemLabelOfConstraintWithNoExpression() {
+    public void testGetCompartmentItemLabelOfConstraintWithoutExpressionWithDeclaredNameWithoutRequiringAnotherConstraint() {
         ConstraintUsage constraintUsage = SysmlFactory.eINSTANCE.createConstraintUsage();
         constraintUsage.setDeclaredName(CONSTRAINT_USAGE_NAME);
         // Constraints have a special label when they are inside a RequirementConstraintMembership
@@ -281,6 +282,41 @@ public void testGetCompartmentItemLabelOfConstraintWithNoExpression() {
         assertThat(this.labelService.getCompartmentItemLabel(constraintUsage)).isEqualTo(CONSTRAINT_USAGE_NAME);
     }
 
+    @DisplayName("GIVEN a ConstraintUsage without expression, with declared name, requiring another constraint, WHEN its label is computed, THEN the label contains the constraint name with subsetted refence name")
+    @Test
+    public void testGetCompartmentItemLabelOfConstraintWithoutExpressionWithDeclaredNameRequiringAnotherConstraint() {
+        ConstraintUsage constraintUsage = SysmlFactory.eINSTANCE.createConstraintUsage();
+        constraintUsage.setDeclaredName(CONSTRAINT_USAGE_NAME);
+
+        ConstraintUsage referenceConstraintUsage = SysmlFactory.eINSTANCE.createConstraintUsage();
+        referenceConstraintUsage.setDeclaredName("referencedConstraint");
+        var referenceSubsetting = SysmlFactory.eINSTANCE.createReferenceSubsetting();
+        referenceSubsetting.setReferencedFeature(referenceConstraintUsage);
+        constraintUsage.getOwnedRelationship().add(referenceSubsetting);
+
+        // Constraints have a special label when they are inside a RequirementConstraintMembership
+        RequirementConstraintMembership requirementConstraintMembership = SysmlFactory.eINSTANCE.createRequirementConstraintMembership();
+        requirementConstraintMembership.getOwnedRelatedElement().add(constraintUsage);
+        assertThat(this.labelService.getCompartmentItemLabel(constraintUsage)).isEqualTo(CONSTRAINT_USAGE_NAME + LabelConstants.SPACE + LabelConstants.REFERENCES + LabelConstants.SPACE + "referencedConstraint");
+    }
+
+    @DisplayName("GIVEN a ConstraintUsage without expression, without declared name, requiring another constraint, WHEN its label is computed, THEN the label contains only subsetted refence name")
+    @Test
+    public void testGetCompartmentItemLabelOfConstraintWithoutExpressionWithoutDeclaredNameRequiringAnotherConstraint() {
+        ConstraintUsage constraintUsage = SysmlFactory.eINSTANCE.createConstraintUsage();
+
+        ConstraintUsage referenceConstraintUsage = SysmlFactory.eINSTANCE.createConstraintUsage();
+        referenceConstraintUsage.setDeclaredName("referencedConstraint");
+        var referenceSubsetting = SysmlFactory.eINSTANCE.createReferenceSubsetting();
+        referenceSubsetting.setReferencedFeature(referenceConstraintUsage);
+        constraintUsage.getOwnedRelationship().add(referenceSubsetting);
+
+        // Constraints have a special label when they are inside a RequirementConstraintMembership
+        RequirementConstraintMembership requirementConstraintMembership = SysmlFactory.eINSTANCE.createRequirementConstraintMembership();
+        requirementConstraintMembership.getOwnedRelatedElement().add(constraintUsage);
+        assertThat(this.labelService.getCompartmentItemLabel(constraintUsage)).isEqualTo("referencedConstraint");
+    }
+
     @DisplayName("GIVEN a ConstraintUsage with a boolean expression, WHEN its label is computed, THEN the label represents the expression")
     @Test
     public void testGetCompartmentItemLabelOfConstraintWithBooleanExpression() {
diff --git a/doc/content/modules/user-manual/pages/release-notes/2026.7.0.adoc b/doc/content/modules/user-manual/pages/release-notes/2026.7.0.adoc
index 43d631a77..b875607ef 100644
--- a/doc/content/modules/user-manual/pages/release-notes/2026.7.0.adoc
+++ b/doc/content/modules/user-manual/pages/release-notes/2026.7.0.adoc
@@ -51,6 +51,12 @@ a|image::explorer-expression-internals-visible.png[Internals visible]
 
 ** Improve diagram-to-diagram drag and drop to support dropping multiple graphical nodes at once.
 ** Improve feedback message reporting while moving elements in diagrams.
+** Fix and improve the labeling logic inside `frames`, `require constraints`, and `assume constraints` compartments.
+Previously, the label was always the name of the `ConcernUsage` or the `ConstraintUsage` displayed in the compartment.
+Now, the label dynamically adapts based on whether the `ConcernUsage` or `ConstraintUsage` has a name and an owned reference subsetting:
+*** Elements having both a name and an owned reference subsetting now display using the standard subsetting notation (e.g., `ElementName ::> SubsettingName`).
+*** Elements without name and an owned reference subsetting display only the reference subsetting name
+*** Elements without reference subsetting display their name.
 
 == Technical details