Yelp reviews: As a primary example of a large dataset with intrinsic labels, we make use of the Yelp10 dataset, treating the source location of the review as the label of interest.
we create binary classification tasks by choosing pairs of cities with approximately the same number of reviews, and again use year of publication to divide the data into source and target corpora, creating multiple subtasks per pair of cities.