---
title: "WMT 2022 — all accepted papers with summaries and citations"
description: "All 125 papers of WMT 2022 · page 1 of 2, the most cited first; those with our summary link to it."
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# WMT 2022: all accepted papers

125 papers · page 1 of 2 · the most cited first · [← WMT 2022](https://md.research.elamur.ai/free/en/venues/wmt/2022/)

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1. **[COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-comet-22-unbabel-ist-2022/)**Ricardo Rei, José G. C. de Souza, Duarte Alves et al.*25 citations · our summary*
2. **[CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-cometkiwi-ist-unbabel-2022-submission/)**Ricardo Rei, Marcos Treviso, Nuno M. Guerreiro et al.*16 citations · our summary*
3. **[Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) ↗](https://aclanthology.org/2022.wmt-1.71/)**Mathias Müller, Sarah Ebling, Eleftherios Avramidis et al.*13 citations*
4. **[Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More Robust](https://md.research.elamur.ai/free/en/papers/freitag-2022-results-wmt22-metrics-shared-task/)**Markus Freitag, Ricardo Rei, Nitika Mathur et al.*12 citations · our summary*
5. **[Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric](https://md.research.elamur.ai/free/en/papers/vernikos-2022-embarrassingly-easy-document-level-mt/)**Giorgos Vernikos, Brian Thompson, Prashant Mathur et al.*11 citations · our summary*
6. **[Findings of the 2022 Conference on Machine Translation (WMT22) ↗](https://aclanthology.org/2022.wmt-1.1/)**Tom Kocmi, Rachel Bawden, Ondřej Bojar et al.*9 citations*
7. **[Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.26/)**Artur Nowakowski, Gabriela Pałka, Kamil Guttmann et al.*6 citations*
8. **[CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task ↗](https://aclanthology.org/2022.wmt-1.30/)**Martin Popel, Jindřich Libovický, Jindřich Helcl*5 citations*
9. **[Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.23/)**Tsz Kin Lam, Eva Hasler, Felix Hieber*4 citations*
10. **[Clean Text and Full-Body Transformer: Microsoft's Submission to the WMT22 Shared Task on Sign Language Translation ↗](https://aclanthology.org/2022.wmt-1.93/)**Subhadeep Dey, Abhilash Pal, Cyrine Chaabani et al.*4 citations*
11. **[Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 ↗](https://aclanthology.org/2022.wmt-1.97/)**Laia Tarres, Gerard I. Gállego, Xavier Giro-i-nieto et al.*4 citations*
12. **[Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages ↗](https://aclanthology.org/2022.wmt-1.102/)**Wenxiang Jiao, Zhaopeng Tu, Jiarui Li et al.*4 citations*
13. **[Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task ↗](https://aclanthology.org/2022.wmt-1.53/)**Yu Wan, Keqin Bao, Dayiheng Liu et al.*3 citations*
14. **[Continuous Rating as Reliable Human Evaluation of Simultaneous Speech Translation ↗](https://aclanthology.org/2022.wmt-1.9/)**Dávid Javorský, Dominik Macháček, Ondřej Bojar*3 citations*
15. **[Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know about It ↗](https://aclanthology.org/2022.wmt-1.84/)**Lifeng Han, Gleb Erofeev, Irina Sorokina et al.*3 citations*
16. **[Gui at MixMT 2022 : English-Hinglish : An MT Approach for Translation of Code Mixed Data ↗](https://aclanthology.org/2022.wmt-1.112/)**Akshat Gahoi, Jayant Duneja, Anshul Padhi et al.*3 citations*
17. **[MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem](https://md.research.elamur.ai/free/en/papers/perrella-2022-matese-machine-translation-evaluation-as/)**Stefano Perrella, Lorenzo Proietti, Alessandro Scirè et al.*3 citations · our summary*
18. **[Searching for a Higher Power in the Human Evaluation of MT ↗](https://aclanthology.org/2022.wmt-1.7/)**Johnny Wei, Tom Kocmi, Christian Federmann*3 citations*
19. **[Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.55/)**Keqin Bao, Yu Wan, Dayiheng Liu et al.*2 citations*
20. **[Findings of the WMT 2022 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/zerva-2022-findings-wmt-2022-shared-task/)**Chrysoula Zerva, Frédéric Blain, Ricardo Rei et al.*2 citations · our summary*
21. **[Additive Interventions Yield Robust Multi-Domain Machine Translation Models ↗](https://aclanthology.org/2022.wmt-1.14/)**Elijah Rippeth, Matt Post*1 citation*
22. **[CNLP-NITS-PP at MixMT 2022: Hinglish-English Code-Mixed Machine Translation ↗](https://aclanthology.org/2022.wmt-1.116/)**Sahinur Rahman Laskar, Rahul Singh, Shyambabu Pandey et al.*1 citation*
23. **[Findings of the WMT 2022 Shared Task on Chat Translation ↗](https://aclanthology.org/2022.wmt-1.70/)**Ana C Farinha, M. Amin Farajian, Marianna Buchicchio et al.*1 citation*
24. **[Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 ↗](https://aclanthology.org/2022.wmt-1.75/)**Francisco Casacuberta, George Foster, Guoping Huang et al.*1 citation*
25. **[Focused Concatenation for Context-Aware Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.77/)**Lorenzo Lupo, Marco Dinarelli, Laurent Besacier*1 citation*
26. **[GTCOM Neural Machine Translation Systems for WMT22 ↗](https://aclanthology.org/2022.wmt-1.39/)**Hao Zong, Chao Bei*1 citation*
27. **[NJUNLP's Participation for the WMT2022 Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.57/)**Xiang Geng, Yu Zhang, Shujian Huang et al.*1 citation*
28. **[Overview and Results of MixMT Shared-Task at WMT 2022 ↗](https://aclanthology.org/2022.wmt-1.74/)**Vivek Srivastava, Mayank Singh*1 citation*
29. **[Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task ↗](https://aclanthology.org/2022.wmt-1.54/)**Sweta Agrawal, Nikita Mehandru, Niloufar Salehi et al.*1 citation*
30. **[SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models ↗](https://aclanthology.org/2022.wmt-1.114/)**Abdul Khan, Hrishikesh Kanade, Girish Budhrani et al.*1 citation*
31. **[TSMind: Alibaba and Soochow University's Submission to the WMT22 Translation Suggestion Task ↗](https://aclanthology.org/2022.wmt-1.123/)**Xin Ge, Ke Wang, Jiayi Wang et al.*1 citation*
32. **[The NiuTrans Machine Translation Systems for WMT22 ↗](https://aclanthology.org/2022.wmt-1.32/)**Weiqiao Shan, Zhiquan Cao, Yuchen Han et al.*1 citation*
33. **[The SPECTRANS System Description for the WMT22 Biomedical Task ↗](https://aclanthology.org/2022.wmt-1.82/)**Nicolas Ballier, Jean-baptiste Yunès, Guillaume Wisniewski et al.*1 citation*
34. **[ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics](https://md.research.elamur.ai/free/en/papers/amrhein-2022-aces-translation-accuracy-challenge-sets/)**Chantal Amrhein, Nikita Moghe, Liane Guillou*our summary*
35. **[ANVITA-African: A Multilingual Neural Machine Translation System for African Languages ↗](https://aclanthology.org/2022.wmt-1.106/)**Pavanpankaj Vegi, Sivabhavani J, Biswajit Paul et al.
36. **[Automated Evaluation Metric for Terminology Consistency in MT ↗](https://aclanthology.org/2022.wmt-1.41/)**Kirill Semenov, Ondřej Bojar
37. **[BJTU-Toshiba's Submission to WMT22 Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.58/)**Hui Huang, Hui Di, Chunyou Li et al.
38. **[BJTU-WeChat's Systems for the WMT22 Chat Translation Task ↗](https://aclanthology.org/2022.wmt-1.91/)**Yunlong Liang, Fandong Meng, Jinan Xu et al.
39. **[CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task ↗](https://aclanthology.org/2022.wmt-1.64/)**Jindřich Helcl
40. **[CUNI-Bergamot Submission at WMT22 General Translation Task ↗](https://aclanthology.org/2022.wmt-1.21/)**Josef Jon, Martin Popel, Ondřej Bojar
41. **[Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? ↗](https://aclanthology.org/2022.wmt-1.34/)**Thuy-Trang Vu, Shahram Khadivi, Xuanli He et al.
42. **[CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.61/)**Shimin Tao, Su Chang, Ma Miaomiao et al.
43. **[DENTRA: Denoising and Translation Pre-training for Multilingual Machine Translation ↗](https://aclanthology.org/2022.wmt-1.103/)**Samta Kamboj, Sunil Kumar Sahu, Neha Sengupta
44. **[DUTNLP Machine Translation System for WMT22 General MT Task ↗](https://aclanthology.org/2022.wmt-1.35/)**Ting Wang, Huan Liu, Junpeng Liu et al.
45. **[Data Augmentation for Inline Tag-Aware Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.81/)**Yonghyun Ryu, Yoonjung Choi, Sangha Kim
46. **[Does Sentence Segmentation Matter for Machine Translation? ↗](https://aclanthology.org/2022.wmt-1.78/)**Rachel Wicks, Matt Post
47. **[Domain Curricula for Code-Switched MT at MixMT 2022 ↗](https://aclanthology.org/2022.wmt-1.117/)**Lekan Raheem, Maab Elrashid, Melvin Johnson et al.
48. **[Don't Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation ↗](https://aclanthology.org/2022.wmt-1.13/)**Chantal Amrhein, Barry Haddow
49. **[Edinburgh's Submission to the WMT 2022 Efficiency Task ↗](https://aclanthology.org/2022.wmt-1.63/)**Nikolay Bogoychev, Maximiliana Behnke, Jelmer Van Der Linde et al.
50. **[Evaluating Corpus Cleanup Methods in the WMT'22 News Translation Task ↗](https://aclanthology.org/2022.wmt-1.27/)**Marilena Malli, George Tambouratzis
51. **[Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints ↗](https://aclanthology.org/2022.wmt-1.95/)**Lorenz Hufe, Eleftherios Avramidis
52. **[Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task ↗](https://aclanthology.org/2022.wmt-1.46/)**Xiaoyu Chen, Daimeng Wei, Hengchao Shang et al.
53. **[Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation ↗](https://aclanthology.org/2022.wmt-1.11/)**Sweta Agrawal, Julia Kreutzer, Colin Cherry
54. **[Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports ↗](https://aclanthology.org/2022.wmt-1.69/)**Mariana Neves, Antonio Jimeno Yepes, Amy Siu et al.
55. **[Findings of the WMT 2022 Shared Task on Automatic Post-Editing ↗](https://aclanthology.org/2022.wmt-1.5/)**Pushpak Bhattacharyya, Rajen Chatterjee, Markus Freitag et al.
56. **[Findings of the WMT 2022 Shared Task on Efficient Translation ↗](https://aclanthology.org/2022.wmt-1.4/)**Kenneth Heafield, Biao Zhang, Graeme Nail et al.
57. **[Findings of the WMT 2022 Shared Task on Translation Suggestion ↗](https://aclanthology.org/2022.wmt-1.76/)**Zhen Yang, Fandong Meng, Yingxue Zhang et al.
58. **[Findings of the WMT 2022 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT ↗](https://aclanthology.org/2022.wmt-1.73/)**Marion Weller-Di Marco, Alexander Fraser
59. **[Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages ↗](https://aclanthology.org/2022.wmt-1.72/)**David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos et al.
60. **[Gender Bias Mitigation for NMT Involving Genderless Languages ↗](https://aclanthology.org/2022.wmt-1.10/)**Ander Corral, Xabier Saralegi
61. **[HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task ↗](https://aclanthology.org/2022.wmt-1.107/)**Shaojun Li, Yuanchang Luo, Daimeng Wei et al.
62. **[HW-TSC Translation Systems for the WMT22 Biomedical Translation Task ↗](https://aclanthology.org/2022.wmt-1.88/)**Zhanglin Wu, Jinlong Yang, Zhiqiang Rao et al.
63. **[HW-TSC Translation Systems for the WMT22 Chat Translation Task ↗](https://aclanthology.org/2022.wmt-1.92/)**Jinlong Yang, Zongyao Li, Daimeng Wei et al.
64. **[HW-TSC's Submission for the WMT22 Efficiency Task ↗](https://aclanthology.org/2022.wmt-1.66/)**Hengchao Shang, Ting Hu, Daimeng Wei et al.
65. **[HW-TSC's Submissions to the WMT 2022 General Machine Translation Shared Task ↗](https://aclanthology.org/2022.wmt-1.36/)**Daimeng Wei, Zhiqiang Rao, Zhanglin Wu et al.
66. **[HW-TSC's Submissions to the WMT22 Word-Level Auto Completion Task ↗](https://aclanthology.org/2022.wmt-1.122/)**Hao Yang, Hengchao Shang, Zongyao Li et al.
67. **[Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT ↗](https://aclanthology.org/2022.wmt-1.87/)**Weixuan Wang, Xupeng Meng, Suqing Yan et al.
68. **[IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task ↗](https://aclanthology.org/2022.wmt-1.121/)**Cheng Yang, Siheng Li, Chufan Shi et al.
69. **[IIT Bombay's WMT22 Automatic Post-Editing Shared Task Submission ↗](https://aclanthology.org/2022.wmt-1.67/)**Sourabh Deoghare, Pushpak Bhattacharyya
70. **[Improved Data Augmentation for Translation Suggestion ↗](https://aclanthology.org/2022.wmt-1.125/)**Hongxiao Zhang, Siyu Lai, Songming Zhang et al.
71. **[Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? ↗](https://aclanthology.org/2022.wmt-1.15/)**Jesujoba Alabi, Lydia Nishimwe, Benjamin Muller et al.
72. **[Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.90/)**Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj et al.
73. **[KU X Upstage's Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task ↗](https://aclanthology.org/2022.wmt-1.56/)**Sugyeong Eo, Chanjun Park, Hyeonseok Moon et al.
74. **[KYB General Machine Translation Systems for WMT22 ↗](https://aclanthology.org/2022.wmt-1.22/)**Shivam Kalkar, Yoko Matsuzaki, Ben Li
75. **[LUL's WMT22 Automatic Post-Editing Shared Task Submission ↗](https://aclanthology.org/2022.wmt-1.68/)**Xiaoying Huang, Xingrui Lou, Fan Zhang et al.
76. **[Lan-Bridge MT's Participation in the WMT 2022 General Translation Shared Task ↗](https://aclanthology.org/2022.wmt-1.19/)**Bing Han, Yangjian Wu, Gang Hu et al.
77. **[Language Adapters for Large-Scale MT: The GMU System for the WMT 2022 Large-Scale Machine Translation Evaluation for African Languages Shared Task ↗](https://aclanthology.org/2022.wmt-1.99/)**Md Mahfuz Ibn Alam, Antonios Anastasopoulos
78. **[Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation ↗](https://aclanthology.org/2022.wmt-1.12/)**Danni Liu, Jan Niehues
79. **[Lingua Custodia's Participation at the WMT 2022 Word-Level Auto-completion Shared Task ↗](https://aclanthology.org/2022.wmt-1.118/)**Melissa Ailem, Jingshu Liu, Jean-gabriel Barthelemy et al.
80. **[Linguistically Motivated Evaluation of Machine Translation Metrics Based on a Challenge Set ↗](https://aclanthology.org/2022.wmt-1.45/)**Eleftherios Avramidis, Vivien Macketanz
81. **[Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language Directions](https://md.research.elamur.ai/free/en/papers/macketanz-2022-linguistically-motivated-evaluation-2022-state/)**Vivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis et al.*our summary*
82. **[MS-COMET: More and Better Human Judgements Improve Metric Performance ↗](https://aclanthology.org/2022.wmt-1.47/)**Tom Kocmi, Hitokazu Matsushita, Christian Federmann
83. **[MUCS@MixMT: IndicTrans-based Machine Translation for Hinglish Text ↗](https://aclanthology.org/2022.wmt-1.113/)**Asha Hegde, Hosahalli Lakshmaiah Shashirekha
84. **[MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 ↗](https://aclanthology.org/2022.wmt-1.109/)**Edoardo Signoroni, Pavel Rychlý
85. **[Manifold's English-Chinese System at WMT22 General MT Task ↗](https://aclanthology.org/2022.wmt-1.20/)**Chang Jin, Tingxun Shi, Zhengshan Xue et al.
86. **[NAIST-NICT-TIT WMT22 General MT Task Submission ↗](https://aclanthology.org/2022.wmt-1.16/)**Hiroyuki Deguchi, Kenji Imamura, Masahiro Kaneko et al.
87. **[NICT at MixMT 2022: Synthetic Code-Mixed Pre-training and Multi-way Fine-tuning for Hinglish–English Translation ↗](https://aclanthology.org/2022.wmt-1.111/)**Raj Dabre
88. **[NT5 at WMT 2022 General Translation Task ↗](https://aclanthology.org/2022.wmt-1.25/)**Makoto Morishita, Keito Kudo, Yui Oka et al.
89. **[No Domain Left behind ↗](https://aclanthology.org/2022.wmt-1.38/)**Hui Zeng
90. **[Optum's Submission to WMT22 Biomedical Translation Tasks ↗](https://aclanthology.org/2022.wmt-1.86/)**Sahil Manchanda, Saurabh Bhagwat
91. **[PRHLT's Submission to WLAC 2022 ↗](https://aclanthology.org/2022.wmt-1.120/)**Angel Navarro, Miguel Domingo, Francisco Casacuberta
92. **[PROMT Systems for WMT22 General Translation Task ↗](https://aclanthology.org/2022.wmt-1.28/)**Alexander Molchanov, Vladislav Kovalenko, Natalia Makhamalkina
93. **[Papago's Submission to the WMT22 Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.59/)**Seunghyun Lim, Jeonghyeok Park
94. **[Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task ↗](https://aclanthology.org/2022.wmt-1.48/)**Yilun Liu, Xiaosong Qiao, Zhanglin Wu et al.
95. **[REUSE: REference-free UnSupervised Quality Estimation Metric ↗](https://aclanthology.org/2022.wmt-1.50/)**Ananya Mukherjee, Manish Shrivastava
96. **[Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation ↗](https://aclanthology.org/2022.wmt-1.79/)**Hieu Hoang, Marcin Junczys-dowmunt, Roman Grundkiewicz et al.
97. **[Robust MT Evaluation with Sentence-level Multilingual Augmentation ↗](https://aclanthology.org/2022.wmt-1.43/)**Duarte Alves, Ricardo Rei, Ana C Farinha et al.
98. **[SRT's Neural Machine Translation System for WMT22 Biomedical Translation Task ↗](https://aclanthology.org/2022.wmt-1.83/)**Yoonjung Choi, Jiho Shin, Yonghyun Ryu et al.
99. **[Samsung R&D Institute Poland Participation in WMT 2022 ↗](https://aclanthology.org/2022.wmt-1.17/)**Adam Dobrowolski, Mateusz Klimaszewski, Adam Myśliwy et al.
100. **[Samsung Research Philippines - Datasaur AI's Submission for the WMT22 Large Scale Multilingual Translation Task ↗](https://aclanthology.org/2022.wmt-1.100/)**Jan Christian Blaise Cruz, Lintang Sutawika

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