Our neural sequence-to-sequence models utilize an encoder-decoder setup (Cho et al., 2014;Sutskever et al., 2014) with an attention mechanism (Bahdanau et al., 2015).
our ramp loss objectives can be formulated as follows: where y − is a fear output that is to be discouraged and y + is a hope output that is to be encouraged.