no code implementations • WMT (EMNLP) 2020 • Lei Yu, Laurent Sartran, Po-Sen Huang, Wojciech Stokowiec, Domenic Donato, Srivatsan Srinivasan, Alek Andreev, Wang Ling, Sona Mokra, Agustin Dal Lago, Yotam Doron, Susannah Young, Phil Blunsom, Chris Dyer
This paper describes the DeepMind submission to the Chinese\rightarrowEnglish constrained data track of the WMT2020 Shared Task on News Translation.
no code implementations • 19 May 2020 • Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley
Here, we propose a conceptually simple method for training instruction-following agents with deep RL that are robust to natural human instructions.
no code implementations • 25 Sep 2019 • Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley
We address this issue by integrating language encoders that are pretrained on large text corpora into a situated, instruction-following agent.