55 citations · 138 across the 31 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CL2017★ 6 cited
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
Iacer Calixto, Qun Liu, Nick Campbell
We introduce a Multi-modal Neural Machine Translation model in which a doubly-attentive decoder naturally incorporates spatial visual features obtained using pre-trained convolutio…
cs.CL2017★ 15 cited
Multilingual Multi-modal Embeddings for Natural Language Processing
Iacer Calixto, Qun Liu, Nick Campbell
We propose a novel discriminative model that learns embeddings from multilingual and multi-modal data, meaning that our model can take advantage of images and descriptions in multi…
cs.CL2017★ 28 cited
Incorporating Global Visual Features into Attention-Based Neural Machine Translation
Iacer Calixto, Qun Liu, Nick Campbell
We introduce multi-modal, attention-based neural machine translation (NMT) models which incorporate visual features into different parts of both the encoder and the decoder. We uti…