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10/15/2020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
Multi-agent reinforcement learning has recently shown great promise as a...
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10/05/2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
Research in NLP lacks geographic diversity, and the question of how NLP ...
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04/09/2020
On optimal transformer depth for low-resource language translation
Transformers have shown great promise as an approach to Neural Machine T...
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03/13/2020
Masakhane – Machine Translation For Africa
Africa has over 2000 languages. Despite this, African languages account ...
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10/13/2019
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks
Recent work in signal propagation theory has shown that dropout limits t...
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04/16/2019
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks
For our submission to the ZeroSpeech 2019 challenge, we apply discrete l...
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11/01/2018