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There has been great progress in improving streaming machine translation, a simultaneous paradigm where the system appends to a growing hypothesis as more source content becomes available.
Lingvo: a modular and scalable framework for sequence-to-sequence modeling
Jonathan Shen, Patrick Nguyen, Yonghui Wu, et al. 2019 · 1902
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Thinking slow about latency evaluation for simultaneous machine translation
Colin Cherry and George Foster. 2019 · 1906
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Xutai Ma, Juan Pino, James Cross, Liezl Puzon, and Jiatao Gu. 2019b · 1909
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Re-translation strategies for long form, simultaneous, spoken language translation
Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, and George Foster. 2019a · 1912
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016 · 2016
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Can neural machine translation do simultaneous translation?
Kyunghyun Cho and Masha Esipova. 2016 · 2016
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Dynamic transcription for low-latency speech translation
Jan Niehues, Thai Son Nguyen, Eunah Cho, Thanh-Le Ha, Kevin Kilgour, Markus Müller, Matthias Sperber, Sebastian Stüker, and Alex Waibel. 2016 · 2016
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Neural machine translation of rare words with subword units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
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Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, and Zbigniew Wojna. 2016 · 2016
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Later among the works it cites.
The best of both worlds: Combining recent advances in neural machine translation
Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, and Macduff Hughes. 2018 · 2018
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Incremental decoding and training methods for simultaneous translation in neural machine translation
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, and Stephan Vogel. 2018 · 2018
Later among the works it cites.
Low-latency neural speech translation
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, and Alex Waibel. 2018 · 2018
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Simpler and faster learning of adaptive policies for simultaneous translation
Baigong Zheng, Renjie Zheng, Mingbo Ma, and Liang Huang. 2019a · 2019
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Learning to translate in real-time with neural machine translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho, and Victor O.K. Li. 2017 · 2017
Cited alongside, same era.
Monotonic infinite lookback attention for simultaneous machine translation
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, and Colin Raffel. 2019b
Cited in the paper.
STACL: Simultaneous translation with implicit anticipation and controllable latency using prefix-to-prefix framework
Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, and Haifeng Wang. 2019a
Cited in the paper.
Speculative beam search for simultaneous translation
Renjie Zheng, Mingbo Ma, Baigong Zheng, and Liang Huang. 2019b · 2019
Later among the works it cites.