Discourse relations describe how two propositions relate to one another, and identifying them automatically is an integral part of natural language understanding.
we implement the model using BERT (Devlin et al., 2019) in its standard fine-tuning setting, except that the Softmax layer is replaced by a Sigmoid activation function to support multi-label classification.