diff --git a/elmoformanylangs/modules/highway.py b/elmoformanylangs/modules/highway.py
index 934e51c..894945f 100644
--- a/elmoformanylangs/modules/highway.py
+++ b/elmoformanylangs/modules/highway.py
@@ -43,7 +43,7 @@ def __init__(self,
             # of the bias vector in each Linear layer.
             layer.bias[input_dim:].data.fill_(1)
 
-    @overrides
+    @overrides(check_signature=False)
     def forward(self, inputs: torch.Tensor) -> torch.Tensor:  # pylint: disable=arguments-differ
         current_input = inputs
         for layer in self._layers: