Skip to content

Dataset for Multimodal English to Hindi Machine Translation

Notifications You must be signed in to change notification settings

shantipriyap/Hindi-Visual-Genome-1.0

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 

Repository files navigation

Hindi-Visual-Genome-1.0

Hindi Visual Genome 1.0, a multimodal dataset consisting of text and images suitable for English-to-Hindi multimodal machine translation task and multimodal research. We have selected short English segments (captions) from Visual Genome along with associated images and automatically translated them to Hindi with manual post-editing, taking the associated images into account. The training set contains 29K segments. Further 1K and 1.6K segments are provided in a development and test sets, respectively, which follow the same (random) sampling from the original Hindi Visual Genome. Additionally, a challenge test set of 1400 segments will be released for the WAT2019 multi-modal task. This challenge test set was created by searching for (particularly) ambiguous English words based on the embedding similarity and manually selecting those where the image helps to resolve the ambiguity.

Please download our released corpus available freely for reseach pupose from the below link.

Download Link : https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-2997

Also, read and cite our below paper(in print) about Hindi Visual Genome 1.0

@article{hindi-visual-genome:2019, title={{Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation}}, author={Parida, Shantipriya and Bojar, Ond{\v{r}}ej and Dash, Satya Ranjan}, journal={Computaci{'o}n y Sistemas}, note={In print. Presented at CICLing 2019, La Rochelle, France}, year={2019}, }

About

Dataset for Multimodal English to Hindi Machine Translation

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published