2018 EMNLP EMNLP 2018

The University of Edinburgh’s Submissions to the WMT18 News Translation Task

Abstract

AbstractThe University of Edinburgh made submissions to all 14 language pairs in the news translation task, with strong performances in most pairs. We introduce new RNN-variant, mixed RNN/Transformer ensembles, data selection and weighting, and extensions to back-translation.

🌉 Interdisciplinary Bridge — Deep Learning and Natural Language Processing
🐣 Hot Topic Early Bird — data selection
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio