The YELP data can be downloaded here and should be put under data/yelp.

We cannot provide the GYAFC data because copyright issues. You can download the data and the human references, and then preprocess the data following the format as the YELP data. We use family&relationship domain in all our experiments. The GYAFC data should be put under data/GYAFC_family.