As shown in Table 6, both sampling-based methods Ref2Seq (Top-k) and ACMLM achieve higher Distinct-1 and Distinct-2, while their BLEU scores are lower than Seq2Seq based models using beam search.
we also perform human evaluation to validate the generation quality of our proposed methods.