Multi30K: multilingual English-German image descriptions
File(s)1605.00459v1.pdf (291.9 KB)
Working paper
Author(s)
Elliott, Desmond
Frank, Stella
Sima'an, Khalil
Specia, Lucia
Type
Working Paper
Abstract
We introduce the Multi30K dataset to stimulate multilingual multimodal
research. Recent advances in image description have been demonstrated on English-language datasets almost exclusively, but image description should not be limited to English. This dataset extends the Flickr30K dataset with i) German translations created by professional translators over a subset of the English descriptions, and ii) descriptions crowdsourced independently of the original English descriptions. We outline how the data can be used for multilingual image description and multimodal machine translation, but we anticipate the data will be useful for a broader range of tasks.
research. Recent advances in image description have been demonstrated on English-language datasets almost exclusively, but image description should not be limited to English. This dataset extends the Flickr30K dataset with i) German translations created by professional translators over a subset of the English descriptions, and ii) descriptions crowdsourced independently of the original English descriptions. We outline how the data can be used for multilingual image description and multimodal machine translation, but we anticipate the data will be useful for a broader range of tasks.
Date Issued
2016-05-02
Citation
2016
Publisher
arXiv
Copyright Statement
© 2016 The Author(s).
Identifier
http://arxiv.org/abs/1605.00459v1
Subjects
cs.CL
cs.CL
cs.CV
Publication Status
Published