We therefore define an epoch to comprise a fixed number of batches, and sample every batch of training examples either from the target task data or from the eye-tracking corpus, as determined by a coin flip, the bias of which is tuned as a hyperparameter.
we define an epoch to consist of n batches, where n is the number of training sentences in the target task data divided by the batch size.