diff --git a/Lib/compiler/pycodegen.py b/Lib/compiler/pycodegen.py
index 92eff6c..a1dc971 100644
--- a/Lib/compiler/pycodegen.py
+++ b/Lib/compiler/pycodegen.py
@@ -914,6 +914,8 @@
         self.emit('LOAD_CONST', None)
         self.nextBlock(final)
         self.setups.push((END_FINALLY, final))
+        self._implicitNameOp('LOAD', exitvar)
+        self._implicitNameOp('DELETE', exitvar)
         self.emit('WITH_CLEANUP')
         self.emit('END_FINALLY')
         self.setups.pop()
diff --git a/Lib/compiler/transformer.py b/Lib/compiler/transformer.py
index e111b61..0d00340 100644
--- a/Lib/compiler/transformer.py
+++ b/Lib/compiler/transformer.py
@@ -1018,7 +1018,7 @@
         if nodelist[2][0] == token.COLON:
             var = None
         else:
-            var = self.com_node(nodelist[2])
+            var = self.com_assign(nodelist[2][2], OP_ASSIGN)
         return With(expr, var, body, lineno=nodelist[0][2])
 
     def com_with_var(self, nodelist):