187 citations · 463 across the 12 of their papers we have counts for
Showing 2016Show all
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cs.CL2016★ 37 cited
Multimodal Attention for Neural Machine Translation
Ozan Caglayan, Loïc Barrault, Fethi Bougares
The attention mechanism is an important part of the neural machine translation (NMT) where it was reported to produce richer source representation compared to fixed-length encoding…
cs.CL2016★ 74 cited
Does Multimodality Help Human and Machine for Translation and Image Captioning?
Ozan Caglayan, Walid Aransa, Yaxing Wang +5
This paper presents the systems developed by LIUM and CVC for the WMT16 Multimodal Machine Translation challenge. We explored various comparative methods, namely phrase-based syste…