In our evaluation, we compare the relative performance (accuracy or F1, as appropriate for the task) of the successor model trained with corpus D A to the scores achieved by training on comparable amounts of native and i.i.d.
for each test instance we calculate its cosine similarity to all other test instances, inducing a ranking.