Before revision:  These simple meaning representations do not include any contextual information that may be helpful for training an NLG system  to generalize, such as domain information and descriptions of slots and values.
After revision:  These simple meaning representations do not include any contextual information that an NLG system to generalize, such as domain information and descriptions of slots and values.