187 citations · 475 across the 25 of their papers we have counts for
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Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
Desmond Elliott, Stella Frank, Loïc Barrault +2
We present the results from the second shared task on multimodal machine translation and multilingual image description. Nine teams submitted 19 systems to two tasks. The multimoda…
Cross-linguistic differences and similarities in image descriptions
Emiel van Miltenburg, Desmond Elliott, Piek Vossen
Automatic image description systems are commonly trained and evaluated on large image description datasets. Recently, researchers have started to collect such datasets for language…
Imagination improves Multimodal Translation
Desmond Elliott, Ákos Kádár
We decompose multimodal translation into two sub-tasks: learning to translate and learning visually grounded representations. In a multitask learning framework, translations are le…
Room for improvement in automatic image description: an error analysis
Emiel van Miltenburg, Desmond Elliott
In recent years we have seen rapid and significant progress in automatic image description but what are the open problems in this area? Most work has been evaluated using text-base…