providing detailed response for each reviewer, we would like to address two common issues raised by the reviewers

Neural Information Processing Systems 

We are very grateful to the reviewers for reading the manuscript in detail and providing helpful comments. We will add more details about the background to the appendix and clarify notation accordingly. The ELBO (K=1) for all methods are reported in the following table. The gain is more significant now. Y es, there are strong correlations among branch lengths.

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