 Our experiments show strong improvements in context-to-response generation performance for task-oriented dialog system over the current state-of-the-art approaches .
<clarity>  Our experiments show strong improvements in context-to-response generation performance for task-oriented dialog system over the current state-of-the-art approaches .
 Our experiments show strong improvements in context-to-response generation performance for task-oriented dialog systems through a wide range of experiments .