For Twitter dataset, the improvements are not that large, which confirms again that hashtag annotation on Twitter is more difficult due to the noisier data characteristics.
compared to SEQ2SEQ, OUR MODEL achieves an additional performance gain in producing new hashtags by leveraging conversations with the bi-attention.