Neural machine translation by jointly learning to align and translate, 2014. ,
Lium-cvc submissions for wmt17 multimodal translation task, Proceedings of the Second Conference on Machine Translation, vol.2, pp.432-439, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01742382
Multimodal attention for neural machine translation, 2016. ,
Nmtpy: A flexible toolkit for advanced neural machine translation systems, Prague Bull. Math. Linguistics, vol.109, pp.15-28, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01647873
Learning phrase representations using rnn encoder-decoder for statistical machine translation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.1724-1734, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01433235
Better hypothesis testing for statistical machine translation: Controlling for optimizer instability, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Short Papers, vol.2, pp.176-181, 2011. ,
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description, Proceedings of the Second Conference on Machine Translation, 2017. ,
Multi30k: Multilingual englishgerman image descriptions, Proceedings of the 5th Workshop on Vision and Language, pp.70-74, 2016. ,
Imagination improves multimodal translation, 2017. ,
Deep residual learning for image recognition, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.770-778, 2016. ,
Delving deep into rectifiers: Surpassing human-level performance on imagenet classification, The IEEE International Conference on Computer Vision (ICCV), 2015. ,
Cuni system for the wmt17 multimodal translation task, Proceedings of the Second Conference on Machine Translation, vol.2, pp.450-457, 2017. ,
Show, ask, attend, and answer: A strong baseline for visual question answering, 2017. ,
Adam: A method for stochastic optimization, 2014. ,
Meteor: An automatic metric for mt evaluation with high levels of correlation with human judgments, Proceedings of the Second Workshop on Statistical Machine Translation, StatMT '07, pp.228-231, 2007. ,
Bleu: A method for automatic evaluation of machine translation, Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL '02, pp.311-318, 2002. ,
On the difficulty of training recurrent neural networks, Proceedings of the 30th International Conference on International Conference on Machine Learning, vol.28, 2013. ,
Using the output embedding to improve language models, 2016. ,
Ima-geNet Large Scale Visual Recognition Challenge, International Journal of Computer Vision (IJCV), vol.115, issue.3, pp.211-252, 2015. ,
Nematus: a toolkit for neural machine translation, Proceedings of the EACL 2017 Software Demonstrations, pp.65-68, 2017. ,
Neural machine translation of rare words with subword units, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, vol.1, pp.1715-1725, 2016. ,
A shared task on multimodal machine translation and crosslingual image description, Proceedings of the First Conference on Machine Translation, pp.543-553, 2016. ,
Dropout: A simple way to prevent neural networks from overfitting, J. Mach. Learn. Res, vol.15, issue.1, pp.1929-1958, 2014. ,
Show, attend and tell: Neural image caption generation with visual attention, Proceedings of the 32nd International Conference on Machine Learning (ICML-15), pp.2048-2057, 2015. ,
Stacked attention networks for image question answering, CVPR, pp.21-29, 2016. ,