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Simultaneous Machine Translation is the task of incrementally translating an input sentence before it is fully available.
Thinking slow about latency evaluation for simultaneous machine translation
Colin Cherry and George Foster. 2019 · 1906
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A survey on document-level machine translation: Methods and evaluation
Sameen Maruf, Fahimeh Saleh, and Gholamreza Haffari. 2021 · 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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SRILM - an extensible language modeling toolkit
Andreas Stolcke. 2002 · 2002
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Evaluating machine translation output with automatic sentence segmentation
Evgeny Matusov, Gregor Leusch, Oliver Bender, and Hermann Ney. 2005 · 2005
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Sentence boundary augmentation for neural machine translation robustness
Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, and Dirk Padfield. 2020 · 2010
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WIT 3 : Web Inventory of Transcribed and Translated Talks
Mauro Cettolo, Christian Girardi, and Marcello Federico. 2012 · 2012
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langid.py: An off-the-shelf language identification tool
Marco Lui and Timothy Baldwin. 2012 · 2012
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Can neural machine translation do simultaneous translation?
Kyunghyun Cho and Masha Esipova. 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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NMT-Based Segmentation and Punctuation Insertion for Real-Time Spoken Language Translation
Eunah Cho, Jan Niehues, and Alex Waibel. 2017 · 2017
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MuST-C: a Multilingual Speech Translation Corpus
Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, Matteo Negri, and Marco Turchi. 2019 · 2017
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Neural machine translation with extended context
Jörg Tiedemann and Yves Scherrer. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Contextual handling in neural machine translation: Look behind, ahead and on both sides
Ruchit Agrawal, M. Turchi, and M. Negri. 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
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Sentencepiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
Analysing concatenation approaches to document-level NMT in two different domains
Yves Scherrer, Jörg Tiedemann, and Sharid Loáiciga. 2019 · 2019
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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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Re-translation versus streaming for simultaneous translation
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, and George F. Foster. 2020 · 2020
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Start-before-end and end-to-end: Neural speech translation by AppTek and RWTH Aachen University
Parnia Bahar, Patrick Wilken, Tamer Alkhouli, Andreas Guta, Pavel Golik, Evgeny Matusov, and Christian Herold. 2020 · 2020
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ON-TRAC consortium for end-to-end and simultaneous speech translation challenge tasks at IWSLT 2020
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, and Laurent Besacier. 2020b · 2020
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Taku Kudo and John Richardson. 2018 · 2018
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Low-latency neural speech translation
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, and Alex Waibel. 2018 · 2018
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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
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Transformer-xl: Attentive language models beyond a fixed-length context
Zihang Dai, Zhilin Yang, Yiming Yang, Jaime G Carbonell, Quoc Le, and Ruslan Salakhutdinov. 2019 · 2019
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Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation
Marcin Junczys-Dowmunt. 2019 · 2019
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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
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Efficient Wait-k Models for Simultaneous Machine Translation
Maha Elbayad, Laurent Besacier, and Jakob Verbeek. 2020a
Cited in the paper.
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Direct Segmentation Models for Streaming Speech Translation
Javier Iranzo-Sánchez, Adrià Giménez, Joan Albert Silvestre-Cerdà, Pau Baquero, Jorge Civera, and Alfons Juan. 2020 · 2020
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Monotonic Multihead Attention
Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, and Jiatao Gu. 2020b · 2020
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KIT’s IWSLT 2020 SLT translation system
Ngoc-Quan Pham, Felix Schneider, Tuan-Nam Nguyen, Thanh-Le Ha, Thai Son Nguyen, Maximilian Awiszus, Sebastian Stüker, and Alexander Waibel. 2020 · 2020
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Towards stream translation: Adaptive computation time for simultaneous machine translation
Felix Schneider and Alexander Waibel. 2020 · 2020
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Stream-level latency evaluation for simultaneous machine translation
Javier Iranzo-Sánchez, Jorge Civera Saiz, and Alfons Juan. 2021 · 2021
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Beyond sentence-level end-to-end speech translation: Context helps
Biao Zhang, Ivan Titov, Barry Haddow, and Rico Sennrich. 2021 · 2021
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