3 papers
cs.CL2018
Textually Enriched Neural Module Networks for Visual Question Answering
Khyathi Raghavi Chandu, Mary Arpita Pyreddy, Matthieu Felix +1
Problems at the intersection of language and vision, like visual question answering, have recently been gaining a lot of attention in the field of multi-modal machine learning as c…
cs.CL2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?
Ye Qi, Devendra Singh Sachan, Matthieu Felix +2
The performance of Neural Machine Translation (NMT) systems often suffers in low-resource scenarios where sufficiently large-scale parallel corpora cannot be obtained. Pre-trained…
cs.CL2018
XNMT: The eXtensible Neural Machine Translation Toolkit
Graham Neubig, Matthias Sperber, Xinyi Wang +10
This paper describes XNMT, the eXtensible Neural Machine Translation toolkit. XNMT distin- guishes itself from other open-source NMT toolkits by its focus on modular code design, w…