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WMT 2020: all accepted papers

141 papers · page 1 of 2 · the most cited first · ← WMT 2020

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  1. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar et al.178 citations · our summary
  2. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag et al.67 citations · our summary
  3. Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva et al.60 citations · our summary
  4. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and AlignmentPhilipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky et al.43 citations · our summary
  5. Findings of the WMT 2020 Shared Task on Automatic Post-Editing ↗Rajen Chatterjee, Markus Freitag, Matteo Negri et al.38 citations
  6. Facebook AI's WMT20 News Translation Task Submission ↗Peng-Jen Chen, Ann Lee, Changhan Wang et al.37 citations
  7. The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MTJörg Tiedemann37 citations · our summary
  8. Mitigating Gender Bias in Machine Translation with Target Gender Annotations ↗Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis35 citations
  9. When Does Unsupervised Machine Translation Work? ↗Kelly Marchisio, Kevin Duh, Philipp Koehn34 citations
  10. Unbabel's Participation in the WMT20 Metrics Shared TaskRicardo Rei, Craig Stewart, Ana C Farinha et al.31 citations · our summary
  11. Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared TaskThibault Sellam, Amy Pu, Hyung Won Chung et al.26 citations · our summary
  12. Two-Phase Cross-Lingual Language Model Fine-Tuning for Machine Translation Quality Estimation ↗Dongjun Lee24 citations
  13. HW-TSC's Participation in the WMT 2020 News Translation Shared Task ↗Daimeng Wei, Hengchao Shang, Zhanglin Wu et al.22 citations
  14. Tencent Neural Machine Translation Systems for the WMT20 News Translation Task ↗Shuangzhi Wu, Xing Wang, Longyue Wang et al.20 citations
  15. Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task ↗Longyue Wang, Zhaopeng Tu, Xing Wang et al.18 citations
  16. IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task ↗João Moura, Miguel Vera, Daan van Stigt et al.17 citations
  17. HW-TSC's Participation at WMT 2020 Quality Estimation Shared Task ↗Minghan Wang, Hao Yang, Hengchao Shang et al.16 citations
  18. Findings of the WMT 2020 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT ↗Alexander Fraser15 citations
  19. BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task ↗Marina Fomicheva, Shuo Sun, Lisa Yankovskaya et al.14 citations
  20. Findings of the WMT 2020 Shared Task on Machine Translation Robustness ↗Lucia Specia, Zhenhao Li, Juan Pino et al.14 citations
  21. Gender Coreference and Bias Evaluation at WMT 2020 ↗Tom Kocmi, Tomasz Limisiewicz, Gabriel Stanovsky14 citations
  22. Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages ↗Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea et al.13 citations
  23. OPPO's Machine Translation Systems for WMT20 ↗Tingxun Shi, Shiyu Zhao, Xiaopu Li et al.13 citations
  24. Towards Multimodal Simultaneous Neural Machine Translation ↗Aizhan Imankulova, Masahiro Kaneko, Tosho Hirasawa et al.12 citations
  25. Human-Paraphrased References Improve Neural Machine Translation ↗Markus Freitag, George Foster, David Grangier et al.11 citations
  26. The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks ↗Yves Scherrer, Stig-Arne Grönroos, Sami Virpioja10 citations
  27. CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training ↗Martin Popel9 citations
  28. Contact Relatedness can help improve multilingual NMT: Microsoft STCI-MT @ WMT20 ↗Vikrant Goyal, Anoop Kunchukuttan, Rahul Kejriwal et al.9 citations
  29. NRC Systems for the 2020 Inuktitut-English News Translation Task ↗Rebecca Knowles, Darlene Stewart, Samuel Larkin et al.9 citations
  30. On the Same Page? Comparing Inter-Annotator Agreement in Sentence and Document Level Human Machine Translation Evaluation ↗Sheila Castilho9 citations
  31. The NiuTrans System for the WMT20 Quality Estimation Shared Task ↗Chi Hu, Hui Liu, Kai Feng et al.9 citations
  32. A Study of Residual Adapters for Multi-Domain Neural Machine Translation ↗Minh Quang Pham, Josep Maria Crego, François Yvon et al.8 citations
  33. Extended Study on Using Pretrained Language Models and YiSi-1 for Machine Translation Evaluation ↗Chi-kiu Lo8 citations
  34. Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training ↗Christian Roest, Lukas Edman, Gosse Minnema et al.8 citations
  35. Noising Scheme for Data Augmentation in Automatic Post-Editing ↗WonKee Lee, Jaehun Shin, Baikjin Jung et al.8 citations
  36. Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic DiversityBrian Thompson, Matt Post8 citations · our summary
  37. Alibaba's Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT ↗Jiayi Wang, Ke Wang, Kai Fan et al.7 citations
  38. POSTECH-ETRI's Submission to the WMT2020 APE Shared Task: Automatic Post-Editing with Cross-lingual Language Model ↗Jihyung Lee, WonKee Lee, Jaehun Shin et al.7 citations
  39. SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task ↗Zuchao Li, Hai Zhao, Rui Wang et al.7 citations
  40. The ADAPT System Description for the WMT20 News Translation Task ↗Venkatesh Parthasarathy, Akshai Ramesh, Rejwanul Haque et al.7 citations
  41. The University of Maryland's Submissions to the WMT20 Chat Translation Task: Searching for More Data to Adapt Discourse-Aware Neural Machine Translation ↗Calvin Bao, Yow-Ting Shiue, Chujun Song et al.7 citations
  42. Tohoku-AIP-NTT at WMT 2020 News Translation Task ↗Shun Kiyono, Takumi Ito, Ryuto Konno et al.7 citations
  43. WMT20 Document-Level Markable Error Exploration ↗Vilém Zouhar, Tereza Vojtěchová, Ondřej Bojar7 citations
  44. Cross-Lingual Transformers for Neural Automatic Post-Editing ↗Dongjun Lee6 citations
  45. Incorporate Semantic Structures into Machine Translation Evaluation via UCCAJin Xu, Yinuo Guo, Junfeng Hu6 citations · our summary
  46. The DeepMind Chinese–English Document Translation System at WMT2020 ↗Lei Yu, Laurent Sartran, Po-Sen Huang et al.6 citations
  47. The University of Edinburgh's English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task ↗Rachel Bawden, Alexandra Birch, Radina Dobreva et al.6 citations
  48. Diving Deep into Context-Aware Neural Machine Translation ↗Jingjing Huo, Christian Herold, Yingbo Gao et al.5 citations
  49. Document-aligned Japanese-English Conversation Parallel Corpus ↗Matīss Rikters, Ryokan Ri, Tong Li et al.5 citations
  50. Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning ↗Haluk Açarçiçek, Talha Çolakoğlu, Pınar Ece Aktan Hatipoğlu et al.5 citations
  51. Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models ↗Chi-kiu Lo, Eric Joanis5 citations
  52. Incorporating Terminology Constraints in Automatic Post-Editing ↗David Wan, Chris Kedzie, Faisal Ladhak et al.5 citations
  53. JUST System for WMT20 Chat Translation Task ↗Roweida Mohammed, Mahmoud Al-Ayyoub, Malak Abdullah5 citations
  54. NICT Kyoto Submission for the WMT'20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation ↗Raphael Rubino5 citations
  55. NMT based Similar Language Translation for Hindi - Marathi ↗Vandan Mujadia, Dipti Sharma5 citations
  56. Naver Labs Europe's Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020 ↗Alexandre Berard, Ioan Calapodescu, Vassilina Nikoulina et al.5 citations
  57. PROMT Systems for WMT 2020 Shared News Translation Task ↗Alexander Molchanov5 citations
  58. Priming Neural Machine Translation ↗Minh Quang Pham, Jitao Xu, Josep Crego et al.5 citations
  59. TMUOU Submission for WMT20 Quality Estimation Shared Task ↗Akifumi Nakamachi, Hiroki Shimanaka, Tomoyuki Kajiwara et al.5 citations
  60. Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task ↗Xing Wang, Zhaopeng Tu, Longyue Wang et al.5 citations
  61. Tencent submission for WMT20 Quality Estimation Shared Task ↗Haijiang Wu, Zixuan Wang, Qingsong Ma et al.5 citations
  62. The ADAPT's Submissions to the WMT20 Biomedical Translation Task ↗Prashant Nayak, Rejwanul Haque, Andy Way5 citations
  63. Hindi-Marathi Cross Lingual Model ↗Sahinur Rahman Laskar, Abdullah Faiz Ur Rahman Khilji, Partha Pakray et al.4 citations
  64. Linguistically Motivated Subwords for English-Tamil Translation: University of Groningen's Submission to WMT-2020 ↗Prajit Dhar, Arianna Bisazza, Gertjan van Noord4 citations
  65. Machine Translation Reference-less Evaluation using YiSi-2 with Bilingual Mappings of Massive Multilingual Language Model ↗Chi-kiu Lo, Samuel Larkin4 citations
  66. The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task ↗Jindřich Libovický, Viktor Hangya, Helmut Schmid et al.4 citations
  67. The MUCOW word sense disambiguation test suite at WMT 2020 ↗Yves Scherrer, Alessandro Raganato, Jörg Tiedemann4 citations
  68. The NiuTrans Machine Translation Systems for WMT20 ↗Yuhao Zhang, Ziyang Wang, Runzhe Cao et al.4 citations
  69. The University of Edinburgh-Uppsala University's Submission to the WMT 2020 Chat Translation Task ↗Nikita Moghe, Christian Hardmeier, Rachel Bawden4 citations
  70. TransQuest at WMT2020: Sentence-Level Direct Assessment ↗Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov4 citations
  71. Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task ↗Danielle Saunders, Bill Byrne3 citations
  72. An exploratory approach to the Parallel Corpus Filtering shared task WMT20 ↗Ankur Kejriwal, Philipp Koehn3 citations
  73. Attention Transformer Model for Translation of Similar Languages ↗Farhan Dhanani, Muhammad Rafi3 citations
  74. CUNI Submission for the Inuktitut Language in WMT News 2020 ↗Tom Kocmi3 citations
  75. How Should Markup Tags Be Translated? ↗Greg Hanneman, Georgiana Dinu3 citations
  76. Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling ↗Shruti Bhosale, Kyra Yee, Sergey Edunov et al.3 citations
  77. Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation ↗Xing Jie Zhong, David Chiang3 citations
  78. Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages ↗Pere Vergés Boncompte, Marta R. Costa-jussà3 citations
  79. NRC Systems for Low Resource German-Upper Sorbian Machine Translation 2020: Transfer Learning with Lexical Modifications ↗Rebecca Knowles, Samuel Larkin, Darlene Stewart et al.3 citations
  80. Neural Machine Translation between similar South-Slavic languages ↗Maja Popović, Alberto Poncelas3 citations
  81. ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT'20 Metrics Shared Task ↗Rachel Bawden, Biao Zhang, Andre Tättar et al.3 citations
  82. Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation ↗Inigo Jauregi Unanue, Massimo Piccardi3 citations
  83. Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task ↗Ulrich Germann, Roman Grundkiewicz, Martin Popel et al.3 citations
  84. The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT ↗Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa3 citations
  85. The University of Edinburgh's submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks ↗Ulrich Germann3 citations
  86. Transformer-based Neural Machine Translation System for Hindi – Marathi: WMT20 Shared Task ↗Amit Kumar, Rupjyoti Baruah, Rajesh Kumar Mundotiya et al.3 citations
  87. Adobe AMPS's Submission for Very Low Resource Supervised Translation Task at WMT20 ↗Keshaw Singh2 citations
  88. CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 ↗Ivana Kvapilíková, Tom Kocmi, Ondřej Bojar2 citations
  89. Combining Sequence Distillation and Transfer Learning for Efficient Low-Resource Neural Machine Translation Models ↗Raj Dabre, Atsushi Fujita2 citations
  90. Complete Multilingual Neural Machine Translation ↗Markus Freitag, Orhan Firat2 citations
  91. Data Selection for Unsupervised Translation of German–Upper Sorbian ↗Lukas Edman, Antonio Toral, Gertjan van Noord2 citations
  92. Document Level NMT of Low-Resource Languages with Backtranslation ↗Sami Ul Haq, Sadaf Abdul Rauf, Arsalan Shaukat et al.2 citations
  93. Dual Conditional Cross Entropy Scores and LASER Similarity Scores for the WMT20 Parallel Corpus Filtering Shared Task ↗Felicia Koerner, Philipp Koehn2 citations
  94. Huawei's Submissions to the WMT20 Biomedical Translation Task ↗Wei Peng, Jianfeng Liu, Minghan Wang et al.2 citations
  95. IIE's Neural Machine Translation Systems for WMT20 ↗Xiangpeng Wei, Ping Guo, Yunpeng Li et al.2 citations
  96. Lite Training Strategies for Portuguese-English and English-Portuguese Translation ↗Alexandre Lopes, Rodrigo Nogueira, Roberto Lotufo et al.2 citations
  97. PATQUEST: Papago Translation Quality Estimation ↗Yujin Baek, Zae Myung Kim, Jihyung Moon et al.2 citations
  98. The AFRL WMT20 News Translation Systems ↗Jeremy Gwinnup, Tim Anderson2 citations
  99. The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task ↗Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya et al.2 citations
  100. Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task ↗Lovish Madaan, Soumya Sharma, Parag Singla2 citations

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