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Update results for MUSE in NMT (#396)
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Update results for MUSE(parallel multi-scale attention)
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zhaoguangxiang authored and sebastianruder committed Dec 30, 2019
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| ------------- | :-----:| --- |
| Transformer Big + BT (Edunov et al., 2018) | 35.0 | [Understanding Back-Translation at Scale](https://arxiv.org/pdf/1808.09381.pdf) |
| DeepL | 33.3 | [DeepL Press release](https://www.deepl.com/press.html) |
| MUSE (Zhao et al., 2019)| 29.9 | [MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning](https://arxiv.org/abs/1911.09483) |
| DynamicConv (Wu et al., 2019)| 29.7 | [Pay Less Attention With Lightweight and Dynamic Convolutions](https://arxiv.org/abs/1901.10430) |
| AdvSoft + Transformer Big (Wang et al., 2019)| 29.52 | [Improving Neural Language Modeling via Adversarial Training](http://proceedings.mlr.press/v97/wang19f/wang19f.pdf) |
| Transformer Big (Ott et al., 2018) | 29.3 | [Scaling Neural Machine Translation](https://arxiv.org/abs/1806.00187) |
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| ------------- | :-----:| --- |
| DeepL | 45.9 | [DeepL Press release](https://www.deepl.com/press.html) |
| Transformer Big + BT (Edunov et al., 2018) | 45.6 | [Understanding Back-Translation at Scale](https://arxiv.org/pdf/1808.09381.pdf) |
| MUSE (Zhao et al., 2019)| 43.5 | [MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning](https://arxiv.org/abs/1911.09483) |
| DynamicConv (Wu et al., 2019)| 43.2 | [Pay Less Attention With Lightweight and Dynamic Convolutions](https://arxiv.org/abs/1901.10430) |
| Transformer Big (Ott et al., 2018) | 43.2 | [Scaling Neural Machine Translation](https://arxiv.org/abs/1806.00187) |
| RNMT+ (Chen et al., 2018) | 41.0* | [The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation](https://arxiv.org/abs/1804.09849) |
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