(Edwards and Storkey, 2015;Feutry et al., 2018).
weight we experiment with different weighting of the adversarial component during training by tuning the λ parameter, trying the values 0.5, 1.0 (default), 1.5, 2, 3, 5 (with values above 5 the main task training became extremely unstable, not raising above 50%).