Finally, <cite>Bekoulis et al. (2018a)</cite> use LSTMs in a joint model for extracting just one relation at a time, but increase the complexity of the NER part. Our baseline model enables simultaneous extraction of multiple relations from the same input. Then, we further extend this strong baseline using adversarial training.