Web: http://arxiv.org/abs/2201.09107

Sept. 23, 2022, 1:16 a.m. | Zhe Lin, Xiaojun Wan

cs.CL updates on arXiv.org arxiv.org

Zero-shot paraphrase generation has drawn much attention as the large-scale
high-quality paraphrase corpus is limited. Back-translation, also known as the
pivot-based method, is typical to this end. Several works leverage different
information as "pivot" such as language, semantic representation and so on. In
this paper, we explore using visual information such as image as the "pivot" of
back-translation. Different with the pipeline back-translation method, we
propose visual information guided zero-shot paraphrase generation (ViPG) based
only on paired image-caption data. It …

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