@InProceedings{hong-EtAl:2016:HyTra6,
  author    = {Hong, Yu  and  Yao, Liang  and  Liu, Mengyi  and  Zhang, Tongtao  and  Zhou, Wenxuan  and  Yao, Jianmin  and  Ji, Heng},
  title     = {Image-Image Search for Comparable Corpora Construction},
  booktitle = {Proceedings of the Sixth Workshop on Hybrid Approaches to Translation (HyTra6)},
  month     = {December},
  year      = {2016},
  address   = {Osaka, Japan},
  publisher = {The COLING 2016 Organizing Committee},
  pages     = {16--25},
  abstract  = {We present a novel method of comparable corpora construction. Unlike the
	traditional methods which heavily rely on linguistic features, our method only
	takes image similarity into consid-eration. We use an image-image search engine
	to obtain similar images, together with the cap-tions in source language and
	target language. On the basis, we utilize captions of similar imag-es to
	construct sentence-level bilingual corpora. Experiments on 10,371 target
	captions show that our method achieves a precision of 0.85 in the top search
	results.},
  url       = {http://aclweb.org/anthology/W16-4503}
}