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title: "WMT 2020 — all accepted papers with summaries and citations"
description: "All 141 papers of WMT 2020 · page 1 of 2, the most cited first; those with our summary link to it."
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# WMT 2020: all accepted papers

141 papers · page 1 of 2 · the most cited first · [← WMT 2020](https://md.research.elamur.ai/free/en/venues/wmt/2020/)

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1. **[Findings of the 2020 Conference on Machine Translation (WMT20)](https://md.research.elamur.ai/free/en/papers/barrault-2020-findings-2020-conference-machine-translation/)**Loïc Barrault, Magdalena Biesialska, Ondřej Bojar et al.*178 citations · our summary*
2. **[Results of the WMT20 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/mathur-2020-results-wmt20-metrics-shared-task/)**Nitika Mathur, Johnny Wei, Markus Freitag et al.*67 citations · our summary*
3. **[Findings of the WMT 2020 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/specia-2020-findings-wmt-2020-shared-task-2020-wmt-1-79/)**Lucia Specia, Frédéric Blain, Marina Fomicheva et al.*60 citations · our summary*
4. **[Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment](https://md.research.elamur.ai/free/en/papers/koehn-2020-findings-wmt-2020-shared-task/)**Philipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky et al.*43 citations · our summary*
5. **[Findings of the WMT 2020 Shared Task on Automatic Post-Editing ↗](https://aclanthology.org/2020.wmt-1.75/)**Rajen Chatterjee, Markus Freitag, Matteo Negri et al.*38 citations*
6. **[Facebook AI's WMT20 News Translation Task Submission ↗](https://aclanthology.org/2020.wmt-1.8/)**Peng-Jen Chen, Ann Lee, Changhan Wang et al.*37 citations*
7. **[The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT](https://md.research.elamur.ai/free/en/papers/tiedemann-2020-tatoeba-translation-challenge-realistic-data/)**Jörg Tiedemann*37 citations · our summary*
8. **[Mitigating Gender Bias in Machine Translation with Target Gender Annotations ↗](https://aclanthology.org/2020.wmt-1.73/)**Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis*35 citations*
9. **[When Does Unsupervised Machine Translation Work? ↗](https://aclanthology.org/2020.wmt-1.68/)**Kelly Marchisio, Kevin Duh, Philipp Koehn*34 citations*
10. **[Unbabel's Participation in the WMT20 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2020-unbabel-s-participation-wmt20-metrics/)**Ricardo 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 Task](https://md.research.elamur.ai/free/en/papers/sellam-2020-learning-evaluate-translation-beyond-english/)**Thibault 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 ↗](https://aclanthology.org/2020.wmt-1.118/)**Dongjun Lee*24 citations*
13. **[HW-TSC's Participation in the WMT 2020 News Translation Shared Task ↗](https://aclanthology.org/2020.wmt-1.31/)**Daimeng Wei, Hengchao Shang, Zhanglin Wu et al.*22 citations*
14. **[Tencent Neural Machine Translation Systems for the WMT20 News Translation Task ↗](https://aclanthology.org/2020.wmt-1.34/)**Shuangzhi Wu, Xing Wang, Longyue Wang et al.*20 citations*
15. **[Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task ↗](https://aclanthology.org/2020.wmt-1.60/)**Longyue Wang, Zhaopeng Tu, Xing Wang et al.*18 citations*
16. **[IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.119/)**João Moura, Miguel Vera, Daan van Stigt et al.*17 citations*
17. **[HW-TSC's Participation at WMT 2020 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.123/)**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 ↗](https://aclanthology.org/2020.wmt-1.80/)**Alexander Fraser*15 citations*
19. **[BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.116/)**Marina Fomicheva, Shuo Sun, Lisa Yankovskaya et al.*14 citations*
20. **[Findings of the WMT 2020 Shared Task on Machine Translation Robustness ↗](https://aclanthology.org/2020.wmt-1.4/)**Lucia Specia, Zhenhao Li, Juan Pino et al.*14 citations*
21. **[Gender Coreference and Bias Evaluation at WMT 2020 ↗](https://aclanthology.org/2020.wmt-1.39/)**Tom Kocmi, Tomasz Limisiewicz, Gabriel Stanovsky*14 citations*
22. **[Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages ↗](https://aclanthology.org/2020.wmt-1.76/)**Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea et al.*13 citations*
23. **[OPPO's Machine Translation Systems for WMT20 ↗](https://aclanthology.org/2020.wmt-1.30/)**Tingxun Shi, Shiyu Zhao, Xiaopu Li et al.*13 citations*
24. **[Towards Multimodal Simultaneous Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.70/)**Aizhan Imankulova, Masahiro Kaneko, Tosho Hirasawa et al.*12 citations*
25. **[Human-Paraphrased References Improve Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.140/)**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 ↗](https://aclanthology.org/2020.wmt-1.134/)**Yves Scherrer, Stig-Arne Grönroos, Sami Virpioja*10 citations*
27. **[CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training ↗](https://aclanthology.org/2020.wmt-1.28/)**Martin Popel*9 citations*
28. **[Contact Relatedness can help improve multilingual NMT: Microsoft STCI-MT @ WMT20 ↗](https://aclanthology.org/2020.wmt-1.19/)**Vikrant Goyal, Anoop Kunchukuttan, Rahul Kejriwal et al.*9 citations*
29. **[NRC Systems for the 2020 Inuktitut-English News Translation Task ↗](https://aclanthology.org/2020.wmt-1.13/)**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 ↗](https://aclanthology.org/2020.wmt-1.137/)**Sheila Castilho*9 citations*
31. **[The NiuTrans System for the WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.117/)**Chi Hu, Hui Liu, Kai Feng et al.*9 citations*
32. **[A Study of Residual Adapters for Multi-Domain Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.72/)**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 ↗](https://aclanthology.org/2020.wmt-1.99/)**Chi-kiu Lo*8 citations*
34. **[Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training ↗](https://aclanthology.org/2020.wmt-1.29/)**Christian Roest, Lukas Edman, Gosse Minnema et al.*8 citations*
35. **[Noising Scheme for Data Augmentation in Automatic Post-Editing ↗](https://aclanthology.org/2020.wmt-1.83/)**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 Diversity](https://md.research.elamur.ai/free/en/papers/thompson-2020-paraphrase-generation-as-zero-shot/)**Brian Thompson, Matt Post*8 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 ↗](https://aclanthology.org/2020.wmt-1.84/)**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 ↗](https://aclanthology.org/2020.wmt-1.82/)**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 ↗](https://aclanthology.org/2020.wmt-1.22/)**Zuchao Li, Hai Zhao, Rui Wang et al.*7 citations*
40. **[The ADAPT System Description for the WMT20 News Translation Task ↗](https://aclanthology.org/2020.wmt-1.27/)**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 ↗](https://aclanthology.org/2020.wmt-1.56/)**Calvin Bao, Yow-Ting Shiue, Chujun Song et al.*7 citations*
42. **[Tohoku-AIP-NTT at WMT 2020 News Translation Task ↗](https://aclanthology.org/2020.wmt-1.12/)**Shun Kiyono, Takumi Ito, Ryuto Konno et al.*7 citations*
43. **[WMT20 Document-Level Markable Error Exploration ↗](https://aclanthology.org/2020.wmt-1.41/)**Vilém Zouhar, Tereza Vojtěchová, Ondřej Bojar*7 citations*
44. **[Cross-Lingual Transformers for Neural Automatic Post-Editing ↗](https://aclanthology.org/2020.wmt-1.81/)**Dongjun Lee*6 citations*
45. **[Incorporate Semantic Structures into Machine Translation Evaluation via UCCA](https://md.research.elamur.ai/free/en/papers/xu-2020-incorporate-semantic-structures-into-machine/)**Jin Xu, Yinuo Guo, Junfeng Hu*6 citations · our summary*
46. **[The DeepMind Chinese–English Document Translation System at WMT2020 ↗](https://aclanthology.org/2020.wmt-1.36/)**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 ↗](https://aclanthology.org/2020.wmt-1.5/)**Rachel Bawden, Alexandra Birch, Radina Dobreva et al.*6 citations*
48. **[Diving Deep into Context-Aware Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.71/)**Jingjing Huo, Christian Herold, Yingbo Gao et al.*5 citations*
49. **[Document-aligned Japanese-English Conversation Parallel Corpus ↗](https://aclanthology.org/2020.wmt-1.74/)**Matīss Rikters, Ryokan Ri, Tong Li et al.*5 citations*
50. **[Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning ↗](https://aclanthology.org/2020.wmt-1.105/)**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 ↗](https://aclanthology.org/2020.wmt-1.110/)**Chi-kiu Lo, Eric Joanis*5 citations*
52. **[Incorporating Terminology Constraints in Automatic Post-Editing ↗](https://aclanthology.org/2020.wmt-1.141/)**David Wan, Chris Kedzie, Faisal Ladhak et al.*5 citations*
53. **[JUST System for WMT20 Chat Translation Task ↗](https://aclanthology.org/2020.wmt-1.59/)**Roweida Mohammed, Mahmoud Al-Ayyoub, Malak Abdullah*5 citations*
54. **[NICT Kyoto Submission for the WMT'20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation ↗](https://aclanthology.org/2020.wmt-1.121/)**Raphael Rubino*5 citations*
55. **[NMT based Similar Language Translation for Hindi - Marathi ↗](https://aclanthology.org/2020.wmt-1.48/)**Vandan Mujadia, Dipti Sharma*5 citations*
56. **[Naver Labs Europe's Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020 ↗](https://aclanthology.org/2020.wmt-1.57/)**Alexandre Berard, Ioan Calapodescu, Vassilina Nikoulina et al.*5 citations*
57. **[PROMT Systems for WMT 2020 Shared News Translation Task ↗](https://aclanthology.org/2020.wmt-1.25/)**Alexander Molchanov*5 citations*
58. **[Priming Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.63/)**Minh Quang Pham, Jitao Xu, Josep Crego et al.*5 citations*
59. **[TMUOU Submission for WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.120/)**Akifumi Nakamachi, Hiroki Shimanaka, Tomoyuki Kajiwara et al.*5 citations*
60. **[Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task ↗](https://aclanthology.org/2020.wmt-1.97/)**Xing Wang, Zhaopeng Tu, Longyue Wang et al.*5 citations*
61. **[Tencent submission for WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.124/)**Haijiang Wu, Zixuan Wang, Qingsong Ma et al.*5 citations*
62. **[The ADAPT's Submissions to the WMT20 Biomedical Translation Task ↗](https://aclanthology.org/2020.wmt-1.91/)**Prashant Nayak, Rejwanul Haque, Andy Way*5 citations*
63. **[Hindi-Marathi Cross Lingual Model ↗](https://aclanthology.org/2020.wmt-1.45/)**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 ↗](https://aclanthology.org/2020.wmt-1.9/)**Prajit Dhar, Arianna Bisazza, Gertjan van Noord*4 citations*
65. **[Machine Translation Reference-less Evaluation using YiSi-2 with Bilingual Mappings of Massive Multilingual Language Model ↗](https://aclanthology.org/2020.wmt-1.100/)**Chi-kiu Lo, Samuel Larkin*4 citations*
66. **[The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task ↗](https://aclanthology.org/2020.wmt-1.131/)**Jindřich Libovický, Viktor Hangya, Helmut Schmid et al.*4 citations*
67. **[The MUCOW word sense disambiguation test suite at WMT 2020 ↗](https://aclanthology.org/2020.wmt-1.40/)**Yves Scherrer, Alessandro Raganato, Jörg Tiedemann*4 citations*
68. **[The NiuTrans Machine Translation Systems for WMT20 ↗](https://aclanthology.org/2020.wmt-1.37/)**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 ↗](https://aclanthology.org/2020.wmt-1.58/)**Nikita Moghe, Christian Hardmeier, Rachel Bawden*4 citations*
70. **[TransQuest at WMT2020: Sentence-Level Direct Assessment ↗](https://aclanthology.org/2020.wmt-1.122/)**Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov*4 citations*
71. **[Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task ↗](https://aclanthology.org/2020.wmt-1.94/)**Danielle Saunders, Bill Byrne*3 citations*
72. **[An exploratory approach to the Parallel Corpus Filtering shared task WMT20 ↗](https://aclanthology.org/2020.wmt-1.108/)**Ankur Kejriwal, Philipp Koehn*3 citations*
73. **[Attention Transformer Model for Translation of Similar Languages ↗](https://aclanthology.org/2020.wmt-1.43/)**Farhan Dhanani, Muhammad Rafi*3 citations*
74. **[CUNI Submission for the Inuktitut Language in WMT News 2020 ↗](https://aclanthology.org/2020.wmt-1.14/)**Tom Kocmi*3 citations*
75. **[How Should Markup Tags Be Translated? ↗](https://aclanthology.org/2020.wmt-1.138/)**Greg Hanneman, Georgiana Dinu*3 citations*
76. **[Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling ↗](https://aclanthology.org/2020.wmt-1.69/)**Shruti Bhosale, Kyra Yee, Sergey Edunov et al.*3 citations*
77. **[Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.65/)**Xing Jie Zhong, David Chiang*3 citations*
78. **[Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages ↗](https://aclanthology.org/2020.wmt-1.54/)**Pere Vergés Boncompte, Marta R. Costa-jussà*3 citations*
79. **[NRC Systems for Low Resource German-Upper Sorbian Machine Translation 2020: Transfer Learning with Lexical Modifications ↗](https://aclanthology.org/2020.wmt-1.132/)**Rebecca Knowles, Samuel Larkin, Darlene Stewart et al.*3 citations*
80. **[Neural Machine Translation between similar South-Slavic languages ↗](https://aclanthology.org/2020.wmt-1.51/)**Maja Popović, Alberto Poncelas*3 citations*
81. **[ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT'20 Metrics Shared Task ↗](https://aclanthology.org/2020.wmt-1.98/)**Rachel Bawden, Biao Zhang, Andre Tättar et al.*3 citations*
82. **[Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.89/)**Inigo Jauregi Unanue, Massimo Piccardi*3 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 ↗](https://aclanthology.org/2020.wmt-1.17/)**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 ↗](https://aclanthology.org/2020.wmt-1.10/)**Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa*3 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 ↗](https://aclanthology.org/2020.wmt-1.18/)**Ulrich Germann*3 citations*
86. **[Transformer-based Neural Machine Translation System for Hindi – Marathi: WMT20 Shared Task ↗](https://aclanthology.org/2020.wmt-1.44/)**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 ↗](https://aclanthology.org/2020.wmt-1.136/)**Keshaw Singh*2 citations*
88. **[CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 ↗](https://aclanthology.org/2020.wmt-1.133/)**Ivana Kvapilíková, Tom Kocmi, Ondřej Bojar*2 citations*
89. **[Combining Sequence Distillation and Transfer Learning for Efficient Low-Resource Neural Machine Translation Models ↗](https://aclanthology.org/2020.wmt-1.61/)**Raj Dabre, Atsushi Fujita*2 citations*
90. **[Complete Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.wmt-1.66/)**Markus Freitag, Orhan Firat*2 citations*
91. **[Data Selection for Unsupervised Translation of German–Upper Sorbian ↗](https://aclanthology.org/2020.wmt-1.130/)**Lukas Edman, Antonio Toral, Gertjan van Noord*2 citations*
92. **[Document Level NMT of Low-Resource Languages with Backtranslation ↗](https://aclanthology.org/2020.wmt-1.53/)**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 ↗](https://aclanthology.org/2020.wmt-1.109/)**Felicia Koerner, Philipp Koehn*2 citations*
94. **[Huawei's Submissions to the WMT20 Biomedical Translation Task ↗](https://aclanthology.org/2020.wmt-1.93/)**Wei Peng, Jianfeng Liu, Minghan Wang et al.*2 citations*
95. **[IIE's Neural Machine Translation Systems for WMT20 ↗](https://aclanthology.org/2020.wmt-1.32/)**Xiangpeng Wei, Ping Guo, Yunpeng Li et al.*2 citations*
96. **[Lite Training Strategies for Portuguese-English and English-Portuguese Translation ↗](https://aclanthology.org/2020.wmt-1.90/)**Alexandre Lopes, Rodrigo Nogueira, Roberto Lotufo et al.*2 citations*
97. **[PATQUEST: Papago Translation Quality Estimation ↗](https://aclanthology.org/2020.wmt-1.113/)**Yujin Baek, Zae Myung Kim, Jihyung Moon et al.*2 citations*
98. **[The AFRL WMT20 News Translation Systems ↗](https://aclanthology.org/2020.wmt-1.20/)**Jeremy Gwinnup, Tim Anderson*2 citations*
99. **[The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task ↗](https://aclanthology.org/2020.wmt-1.128/)**Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya et al.*2 citations*
100. **[Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task ↗](https://aclanthology.org/2020.wmt-1.46/)**Lovish Madaan, Soumya Sharma, Parag Singla*2 citations*

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