diff --git a/patches/kaggle_module_resolver.py b/patches/kaggle_module_resolver.py
index 5e0c5d8a..430cb980 100644
--- a/patches/kaggle_module_resolver.py
+++ b/patches/kaggle_module_resolver.py
@@ -4,18 +4,19 @@
 
 from tensorflow_hub import resolver
 
-url_pattern = re.compile(r"https?://([a-z]+\.)?kaggle.com/models/(?P<owner>[^\\/]+)/(?P<model>[^\\/]+)/frameworks/(?P<framework>[^\\/]+)/variations/(?P<variation>[^\\/]+)/versions/(?P<version>[0-9]+)$")
+short_url_pattern = re.compile(r"https?://([a-z]+\.)?kaggle.com/models/(?P<owner>[^\\/]+)/(?P<model>[^\\/]+)/(?P<framework>[^\\/]+)/(?P<variation>[^\\/]+)/(?P<version>[0-9]+)$")
+long_url_pattern = re.compile(r"https?://([a-z]+\.)?kaggle.com/models/(?P<owner>[^\\/]+)/(?P<model>[^\\/]+)/frameworks/(?P<framework>[^\\/]+)/variations/(?P<variation>[^\\/]+)/versions/(?P<version>[0-9]+)$")
 
 def _is_on_kaggle_notebook():
     return os.getenv("KAGGLE_KERNEL_RUN_TYPE") != None and os.getenv("KAGGLE_USER_SECRETS_TOKEN") != None
 
 def _is_kaggle_handle(handle):
-    return url_pattern.match(handle) != None
+    return long_url_pattern.match(handle) != None or short_url_pattern.match(handle) != None
 
 class KaggleFileResolver(resolver.HttpResolverBase):
     def is_supported(self, handle):
         return _is_on_kaggle_notebook() and _is_kaggle_handle(handle)    
     
     def __call__(self, handle):
-        m = url_pattern.match(handle)
-        return kagglehub.model_download(f"{m.group('owner')}/{m.group('model')}/{m.group('framework').lower()}/{m.group('variation')}/{m.group('version')}")
\ No newline at end of file
+        m = long_url_pattern.match(handle) or short_url_pattern.match(handle)
+        return kagglehub.model_download(f"{m.group('owner')}/{m.group('model')}/{m.group('framework').lower()}/{m.group('variation')}/{m.group('version')}")
diff --git a/tests/test_kaggle_module_resolver.py b/tests/test_kaggle_module_resolver.py
index 9c88c563..bb1f243e 100644
--- a/tests/test_kaggle_module_resolver.py
+++ b/tests/test_kaggle_module_resolver.py
@@ -79,11 +79,25 @@ def do_POST(self):
             self.wfile.write(bytes(f"Unhandled path: {self.path}", "utf-8"))
 
 class TestKaggleModuleResolver(unittest.TestCase):
-    def test_kaggle_resolver_succeeds(self):        
+    def test_kaggle_resolver_long_url_succeeds(self):
+        model_url = "https://kaggle.com/models/foo/foomodule/frameworks/TensorFlow2/variations/barvar/versions/2"
         with create_test_server(KaggleJwtHandler) as addr:
             test_inputs = tf.ones([1,4])
-            layer = hub.KerasLayer("https://kaggle.com/models/foo/foomodule/frameworks/TensorFlow2/variations/barvar/versions/2")
+            layer = hub.KerasLayer(model_url)
             self.assertEqual([1, 1], layer(test_inputs).shape)
+        # Delete the files that were created in KaggleJwtHandler's do_POST method
+        os.unlink(os.path.join(MOUNT_PATH, "foomodule/tensorflow2/barvar/2"))
+        os.rmdir(os.path.dirname(os.path.join(MOUNT_PATH, "foomodule/tensorflow2/barvar/2")))
+
+    def test_kaggle_resolver_short_url_succeeds(self):
+        model_url = "https://kaggle.com/models/foo/foomodule/TensorFlow2/barvar/2"
+        with create_test_server(KaggleJwtHandler) as addr:
+            test_inputs = tf.ones([1,4])
+            layer = hub.KerasLayer(model_url)
+            self.assertEqual([1, 1], layer(test_inputs).shape)
+        # Delete the files that were created in KaggleJwtHandler's do_POST method
+        os.unlink(os.path.join(MOUNT_PATH, "foomodule/tensorflow2/barvar/2"))
+        os.rmdir(os.path.dirname(os.path.join(MOUNT_PATH, "foomodule/tensorflow2/barvar/2")))
 
     def test_kaggle_resolver_not_attached_throws(self):
         with create_test_server(KaggleJwtHandler) as addr: