Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
There is no content on diversity comparison in the paper. When I used the CVAE model to build my system, I compared it with the Seq2Seq structure and found that the performance of Seq2Seq was greatly influenced by the P-value of Top-P sampling, while the performance of CVAE structure was greatly affected by the weight ratio of reconstruction loss and KL loss. I wonder if you considered the issue of diversity when conducting the experiment？
There is no content on diversity comparison in the paper. When I used the CVAE model to build my system, I compared it with the Seq2Seq structure and found that the performance of Seq2Seq was greatly influenced by the P-value of Top-P sampling, while the performance of CVAE structure was greatly affected by the weight ratio of reconstruction loss and KL loss. I wonder if you considered the issue of diversity when conducting the experiment？
look forward to your reply～