d35b05a832e2bb91f110d54e34e2da79-AuthorFeedback.pdf

We thank all the reviewers for their feedback! Our paper formalizes a data acquisition problem when one cannot verify the true labels of the collected data. The writing of our submission focused more on the basics to ensure clarity for the general, diverse Neurips readers. Most of the technical results were either deferred to the appendix or compressed to fit in the page limit. One of our major technical contributions is the explicit sensitivity guarantee of the peer-prediction style mechanisms.