(Rönnqvist et al., 2017) also uses an attention mechanism to recognize implicit discourse relations.
their approach differs from ours in two important ways: in (Rönnqvist et al., 2017), the two discourse arguments are concatenated to form a single input and the attention mechanism is applied over the entire input, which is fundamentally different to our sequence-tosequence approach.