diff --git a/Networks.py b/Networks.py
index b1da1467ec477230a0351cbaa6118d62c945e94d..f1c81806264c67fa3b618e4a022c6fd32d622a47 100644
--- a/Networks.py
+++ b/Networks.py
@@ -22,7 +22,7 @@ def createNetwork(name, dicts, outputSizes, incremental) :
   elif name == "separated" :
     return SeparatedNet(dicts, outputSizes, incremental)
   elif name == "tagger" :
-    return BaseNet(dicts, outputSizes, incremental, featureFunctionNostack, historyNb, suffixSize, prefixSize, columns)
+    return BaseNet(dicts, outputSizes, incremental, featureFunctionNostack, historyNb, suffixSize, prefixSize, columns, hiddenSize)
 
   raise Exception("Unknown network name '%s'"%name)
 ################################################################################