https://github.com/js-lee-AI/Awesome_SimultaneousTranslation
Awesome papers and codes for Simultaneous Machine Translation
https://github.com/js-lee-AI/Awesome_SimultaneousTranslation
List: Awesome_SimultaneousTranslation
Last synced: 5 months ago
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Awesome papers and codes for Simultaneous Machine Translation
- Host: GitHub
- URL: https://github.com/js-lee-AI/Awesome_SimultaneousTranslation
- Owner: js-lee-AI
- Created: 2021-12-05T09:31:23.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-06T12:54:21.000Z (over 4 years ago)
- Last Synced: 2025-11-09T14:02:46.923Z (5 months ago)
- Homepage:
- Size: 5.86 KB
- Stars: 15
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-machine-translation - Awosome Simultaneous Translation - Awesome papers and codes for Simultaneous Machine Translation. (Other MT Lists 📝)
README
# Awosome_SimultaneousTranslation
## Fixed Policies
- Can neural machine translation do simultaneous translation?, 2016, [[paper](https://arxiv.org/abs/1606.02012)] :star::star::star:
- STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework, ACL 2018, [[paper](https://arxiv.org/abs/1810.08398)] :star::star::star::star::star:
## Adaptive (Learnable) Policies
### Reinforcement Learning based
- Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation, EMNLP 2014, [[paper](https://aclanthology.org/D14-1140.pdf)] :star::star:
- Simultaneous Translation with Flexible Policy via Restricted Imitation Learning, ACL 2019, [[paper](https://arxiv.org/abs/1906.01135)] :star::star::star:
- Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning, 2020, [[paper](https://arxiv.org/abs/2002.04306)]
### Attention based
- Online and Linear-Time Attention by Enforcing Monotonic Alignments, ICML 2017, [[paper](https://arxiv.org/pdf/1704.00784.pdf)] [[code](https://github.com/craffel/mad)] :star::star::star:
- Monotonic Chunkwise Attention (MoCha attention), ICLR 2017, [[paper](https://arxiv.org/abs/1712.05382)] [[code](https://github.com/craffel/mocha)] :star::star::star:
- Monotonic Infinite Lookback Attention for Simultaneous Machine Translation (MILk attention), ACL 2019, [[paper](https://arxiv.org/abs/1906.05218)] :star::star:
- Monotonic Multihead Attention (MMA attention), 2020, by facebook, [[paper](https://arxiv.org/abs/1909.12406)] [[code](https://github.com/pytorch/fairseq/tree/main/examples/simultaneous_translation)] :star::star::star:
### Others
- Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation, EMNLP 2019, [[paper](https://arxiv.org/abs/1909.01559)] :star::star::star:
- Simultaneous Translation Policies: From Fixed to Adaptive, 2020 [[paper](https://arxiv.org/abs/2004.13169)] :star::star::star:
## Decoding strategies
- Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation, NAACL 2018, [[paper](https://arxiv.org/abs/1806.03661)] :star::star:
- Re-translation versus Streaming for Simultaneous Translation, IWSLT 2020, [[paper](https://arxiv.org/abs/2004.03643)]
- Speculative beam search for simultaneous translation, EMNLP 2019, [[paper](https://arxiv.org/abs/1909.05421)]
- Prediction Improves Simultaneous Neural Machine Translation, EMNLP 2018, [[paper](https://aclanthology.org/D18-1337/)]
## Simultaneous Speech Translations
- SimulSpeech: End-to-End Simultaneous Speech to Text Translation, ACL 2020, [[paper](https://aclanthology.org/2020.acl-main.350/)] :star::star:
## Surveys
- Transforming Neural Machine Translation Into Simultaneous Text and Speech Translation, 2021 [[paper](https://theses.lib.sfu.ca/file/thesis/6556)] :star::star: