526 citations · 1.1k across the 32 of their papers we have counts for
4 papers · 1 filter
Multilingual Neural Machine Translation with Task-Specific Attention
Graeme Blackwood, Miguel Ballesteros, Todd Ward
Multilingual machine translation addresses the task of translating between multiple source and target languages. We propose task-specific attention models, a simple but effective t…
Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser, Miguel Ballesteros
Neural encoder-decoder models of machine translation have achieved impressive results, while learning linguistic knowledge of both the source and target languages in an implicit en…
Multimodal Emoji Prediction
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano +1
Emojis are small images that are commonly included in social media text messages. The combination of visual and textual content in the same message builds up a modern way of commun…
Pieces of Eight: 8-bit Neural Machine Translation
Jerry Quinn, Miguel Ballesteros
Neural machine translation has achieved levels of fluency and adequacy that would have been surprising a short time ago. Output quality is extremely relevant for industry purposes,…