D. Elliott. 2018. Adversarial Evaluation of Multimodal Translation. To appear in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP '18).

Á. Kádár, D. Elliott, M-A. Côté, G. Chrupała, A. Alishahi. 2018. Lessons learned in multilingual grounded language learning. To appear in Proceedings of the 21st Conference on Computational Natural Language (CoNLL '18).

E. van Miltenburg, D. Elliott, P. Vossen. 2018. Measuring the Diversity of Automatic Image Descriptions. In Proceedings of the 27th International Conference on Computational Linguistics (COLING '18), pp. 1730 -- 1741. Area Chair Favourite.

S. Frank, D. Elliott and L. Specia. 2018. Assessing Multilingual Multimodal Image Description: Studies of Native Speaker Preferences and Translator Choices. Journal of Natural Language Engineering. 24(3), pp. 393 -- 413.

D. Elliott and Á. Kádár. 2017. Imagination Improves Multimodal Translation. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (IJCNLP '17), Taipei, Taiwan. [code]

D. Elliott, S. Frank, L. Barrault, F. Bougares, and L. Specia. 2017. Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. Proceedings of the Second Conference on Machine Translation (WMT '17), Copenhagen, Denmark. [slides]

E. van Miltenburg, D. Elliott, P. Vossen. 2017. Cross-linguistic differences and similarities in image descriptions. Proceedings of the 10th International Natural Language Generation Conference (INLG '17), Santiago di Compostela, Spain.

E. van Miltenburg and D. Elliott. 2017. Room for improvement in automatic image description: an error analysis. arXiv cs.CL 1704.04198.

R. Bernardi, R. Cakici, D. Elliott, A. Erdem, E. Erdem, N. Ikizler-Cinbis, F. Keller, A. Muscat, and B, Plank. 2017. Automatic description generation from images: A survey of models, datasets, and evaluation measures (Extended Abstract). In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI '17), Melbourne, Australia.

L. Specia, S. Frank, K. Sima'an, and D. Elliott. 2016. A Shared Task on Multimodal Machine Translation and Crosslingual Image Description. Proceedings of the First Conference on Machine Translation (WMT '16), Berlin, Germany.

I. Calixto, D. Elliott, and S. Frank. 2016. DCU-UvA Multimodal MT System Report. Proceedings of the First Conference on Machine Translation (WMT '16), Berlin, Germany.

D. Elliott, S. Frank, K. Sima'an, and L. Specia. 2016. Multi30K: Multilingual English-German Image Descriptions. Workshop on Vision and Langauge at ACL '16, Berlin, Germany. [slides]

E. van Miltenburg, R. Morante, and D. Elliott. 2016. Pragmatic factors in image description: the case of negations. Workshop on Vision and Language at ACL' 16, Berlin, Germany.

M. Kleppe and D. Elliott. 2016. 1 Million Dutch Newspaper Images available for researchers: The KBK-1M Dataset. In Proceedings of Digital Humanities 2016 (DH '16), Kraków, Poland.

D. Elliott and M. Kleppe. 2016. 1 Million Captioned Dutch Newspaper Images. In Proceedings of Language Resources and Evaluation Conference (LREC '16), Portorož, Slovenia. [slides]

L. Hollink, A. Bedjeti, M. van Harmelen, and D. Elliott. 2016. A corpus of images and text in online news. In Proceedings of Language Resources and Evaluation Conference (LREC '16), Portorož, Slovenia.

R. Bernardi, R. Cakici, D. Elliott, A. Erdem, E. Erdem, N. Ikizler-Cinbis, F. Keller, A. Muscat, and B, Plank. 2016. Automatic description generation from images: A survey of models, datasets, and evaluation measures. Journal of Artificial Intelligence Research.

D. Elliott, S. Frank, and E. Hasler. 2015. Multilingual Image Description with Neural Sequence Models. arXiv cs.CL 1510.04709. [code] [slides]

D. Elliott and A. P. de Vries. 2015. Describing Images using Inferred Visual Dependency Representations. In Proceedings of the 53rd Annual Meeting of the Association of Computational Linguistics (ACL '15), Beijing, China.

D. Elliott. 2015. A Structured Representation of Images for Language Generation and Image Retrieval. Ph.D Thesis, University of Edinburgh.

D. Elliott. 2014. Towards Succinct and Relevant Image Descriptions. In Proceedings of the Workshop on Vision and Language 2014 at COLING '14, Dublin, Ireland.

D. Elliott, V. Lavrenko, and F. Keller. 2014. Query-by-Example Image Retrieval using Visual Dependency Representations. In Proceedings of the 25th International Conference on Computational Linguistics (COLING '14), Dublin, Ireland. [data] [code] [slides]

D. Eliott and F. Keller. 2014. Comparing Automatic Evaluation Measures for Image Description. In Proceedings of the 52nd Annual Meeting of the Association of Computational Linguistics (ACL '14), Baltimore, Maryland, U.S.A. [data] [code] (This version of the paper corrects an omission of citing the papers of the evaluation measures, which was introduced between the submitted and camera-ready copies.)

D. Elliott and F. Keller. 2013. Image Description using Visual Dependency Representations. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP '13), Seattle, Washington, U.S.A. [data] [code]

D. Elliott and L. Azzopardi. 2012. Practical Considerations when Filtering Documents. In Proceedings of the Fourth Information Interaction in Context Symposium (IIiX '12), Nijmegen, Netherlands.

D. Elliott and F. Keller. 2011. A Treebank of Visual and Linguistic Data. In Proceedings of the Workshop on Integrating Language and Vision at Neural Information Processing Systems 2011 (NIPS 25), Granada, Spain. Best Poster Award.

D. Elliott, R. Glassey, T. Polajnar, and L. Azzopardi. 2010. Finding and Filtering Information for Children. In Proceedings of the 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '10), Geneva, Switzerland.

D. Elliott and J. M. Jose. 2009. A Proactive Personalised Retrieval System. In Proceedings of the ACM Eighteenth Conference on Information and Knowledge Management (CIKM '09), Hong Kong, China.