@inproceedings{hong-etal-2016-image,
    title = "Image-Image Search for Comparable Corpora Construction",
    author = "Hong, Yu  and
      Yao, Liang  and
      Liu, Mengyi  and
      Zhang, Tongtao  and
      Zhou, Wenxuan  and
      Yao, Jianmin  and
      Ji, Heng",
    editor = "Lambert, Patrik  and
      Babych, Bogdan  and
      Eberle, Kurt  and
      Banchs, Rafael E.  and
      Rapp, Reinhard  and
      Costa-juss{\`a}, Marta R.",
    booktitle = "Proceedings of the Sixth Workshop on Hybrid Approaches to Translation ({H}y{T}ra6)",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/landing_page/W16-4503/",
    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."
}