Before revision:  We experimentally demonstrated that the training framework in which the SUMBT+ and LaRL are separately pretrained , then the entire system is fine-tuned significantly increases dialog success rates.
After revision:  We experimentally demonstrate that the training framework in which the SUMBT+ and LaRL are separately pretrained , then the entire system is fine-tuned significantly increases dialog success rates.