diff --git a/langchain/document_loaders/url.py b/langchain/document_loaders/url.py
index a94c85e5..c0dca346 100644
--- a/langchain/document_loaders/url.py
+++ b/langchain/document_loaders/url.py
@@ -63,6 +63,7 @@ class UnstructuredURLLoader(BaseLoader):
             except Exception as e:
                 if self.continue_on_failure:
                     logger.error(f"Error fetching or processing {url}, exeption: {e}")
+                    continue
                 else:
                     raise e
             text = "\n\n".join([str(el) for el in elements])
diff --git a/tests/integration_tests/document_loaders/test_url.py b/tests/integration_tests/document_loaders/test_url.py
new file mode 100644
index 00000000..f61a8114
--- /dev/null
+++ b/tests/integration_tests/document_loaders/test_url.py
@@ -0,0 +1,16 @@
+import pytest
+
+from langchain.document_loaders import UnstructuredURLLoader
+
+
+def test_continue_on_failure_true() -> None:
+    """Test exception is not raised when continue_on_failure=True."""
+    loader = UnstructuredURLLoader(["badurl.foobar"])
+    loader.load()
+
+
+def test_continue_on_failure_false() -> None:
+    """Test exception is raised when continue_on_failure=False."""
+    loader = UnstructuredURLLoader(["badurl.foobar"], continue_on_failure=False)
+    with pytest.raises(Exception):
+        loader.load()