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MT Lists 📝"],"sub_categories":[],"readme":"# Awosome_SimultaneousTranslation\n\n## Fixed Policies\n- Can neural machine translation do simultaneous translation?, 2016, [[paper](https://arxiv.org/abs/1606.02012)] :star::star::star:\n- 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:\n\n## Adaptive (Learnable) Policies\n### Reinforcement Learning based\n- Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation, EMNLP 2014, [[paper](https://aclanthology.org/D14-1140.pdf)] :star::star:\n- Simultaneous Translation with Flexible Policy via Restricted Imitation Learning, ACL 2019, [[paper](https://arxiv.org/abs/1906.01135)] :star::star::star:\n- Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning, 2020, [[paper](https://arxiv.org/abs/2002.04306)]\n\n\n### Attention based\n- 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:\n- Monotonic Chunkwise Attention (MoCha attention), ICLR 2017, [[paper](https://arxiv.org/abs/1712.05382)]  [[code](https://github.com/craffel/mocha)] :star::star::star:\n- Monotonic Infinite Lookback Attention for Simultaneous Machine Translation (MILk attention), ACL 2019, [[paper](https://arxiv.org/abs/1906.05218)] :star::star:\n- 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:\n\n### Others\n- Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation, EMNLP 2019, [[paper](https://arxiv.org/abs/1909.01559)] :star::star::star:\n- Simultaneous Translation Policies: From Fixed to Adaptive, 2020 [[paper](https://arxiv.org/abs/2004.13169)] :star::star::star:\n\n## Decoding strategies\n- Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation, NAACL 2018, [[paper](https://arxiv.org/abs/1806.03661)] :star::star:\n- Re-translation versus Streaming for Simultaneous Translation, IWSLT 2020, [[paper](https://arxiv.org/abs/2004.03643)]\n- Speculative beam search for simultaneous translation, EMNLP 2019, [[paper](https://arxiv.org/abs/1909.05421)]\n- Prediction Improves Simultaneous Neural Machine Translation, EMNLP 2018, [[paper](https://aclanthology.org/D18-1337/)]\n\n## Simultaneous Speech Translations\n- SimulSpeech: End-to-End Simultaneous Speech to Text Translation, ACL 2020, [[paper](https://aclanthology.org/2020.acl-main.350/)] :star::star:\n\n## Surveys\n- Transforming Neural Machine Translation Into Simultaneous Text and Speech Translation, 2021 [[paper](https://theses.lib.sfu.ca/file/thesis/6556)] 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