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Simultaneous translation on both text and speech focuses on a real-time and low-latency scenario where the model starts translating before reading the complete source input.
Thinking slow about latency evaluation for simultaneous machine translation
Colin Cherry and George Foster. 2019 · 1906
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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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Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
Satanjeev Banerjee and Alon Lavie. 2005 · 2005
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A study of translation edit rate with targeted human annotation
Matthew Snover, Bonnie Dorr, Richard Schwartz, Linnea Micciulla, and John Makhoul. 2006 · 2006
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Don’t until the final verb wait: Reinforcement learning for simultaneous machine translation
Alvin Grissom II, He He, Jordan Boyd-Graber, John Morgan, and Hal Daumé III. 2014 · 2014
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Docker: lightweight linux containers for consistent development and deployment
Dirk Merkel. 2014 · 2014
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Can neural machine translation do simultaneous translation?
Kyunghyun Cho and Masha Esipova. 2016 · 2016
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Learning to translate in real-time with neural machine translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho, and Victor OK Li. 2017 · 2017
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Prediction improves simultaneous neural machine translation
Ashkan Alinejad, Maryam Siahbani, and Anoop Sarkar. 2018 · 2018
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A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
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. 2019 · 2019
Cited alongside, same era.
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. 2019 · 2019
Later among the works it cites.
Simultaneous translation with flexible policy via restricted imitation learning
Baigong Zheng, Renjie Zheng, Mingbo Ma, and Liang Huang. 2019 · 2019
Later among the works it cites.
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN
Ebrahim Ansari, amittai axelrod, Nguyen Bach, Ondřej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander Waibel, and Changhan Wang. 2020 · 2020
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Monotonic multihead attention
Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, and Jiatao Gu. 2020 · 2020
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SimulSpeech: End-to-end simultaneous speech to text translation
Yi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Tao QIN, Zhou Zhao, and Tie-Yan Liu. 2020 · 2020
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