With the coupling vectors generated, we have the following equation for the decoding process with attention mechanism: Inspired by the observation that a human couplet generator might recompose the clause for several times, we propose a polishing schema for the couplet generation.
after a singlepass generation, the couplet generator itself shall be aware of the generated clause as a draft, so that polishing each and every character of the clause becomes possible.