diff --git a/textattack/transformations/composite_transformation.py b/textattack/transformations/composite_transformation.py
index 39b3d81c..ae05e873 100644
--- a/textattack/transformations/composite_transformation.py
+++ b/textattack/transformations/composite_transformation.py
@@ -34,10 +34,11 @@ def _get_transformations(self, *_):
         )
 
     def __call__(self, *args, **kwargs):
-        new_attacked_texts = set()
+        new_attacked_texts = []
         for transformation in self.transformations:
-            new_attacked_texts.update(transformation(*args, **kwargs))
-        return list(new_attacked_texts)
+            new_attacked_texts.extend(transformation(*args, **kwargs))
+        seen = set()
+        return [t for t in new_attacked_texts if not (t in seen or seen.add(t))]
 
     def __repr__(self):
         main_str = "CompositeTransformation" + "("