IL2CPP MethodBase.GetCurrentMethod() unsupported

I am getting the following exception:

NotSupportedException: Tools/il2cpp/il2cpp/libil2cpp/icalls/mscorlib/System.Reflection/MethodBase.cpp(41) : Unsupported internal call for IL2CPP:MethodBase::GetCurrentMethod - "This icall is not supported by il2cpp."

We're using this to initialize our loggers (using log4net) so that each class has a logger with the name of that class. The log4net docs suggest using this solution, so...

IL2CPP MethodBase.GetCurrentMethod() unsupported