In comparison to the semi-supervised neural neural models, CNN-RevGrad, Bi-LSTM-RevGrad, Adv-CNN, Adv-Bi-LSTM, SSL-VAE, which use the knowledge of a test set just like our model, we gain 8-11 pts in F1 score.
when evaluating on BioInfer dataset as a test set and AIMed as a training set, our model is in tie w.r.t.