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WMT 2022: all accepted papers

125 papers · page 1 of 2 · the most cited first · ← WMT 2022

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  1. COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared TaskRicardo 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 TaskRicardo 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) ↗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 RobustMarkus 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 MetricGiorgos Vernikos, Brian Thompson, Prashant Mathur et al.11 citations · our summary
  6. Findings of the 2022 Conference on Machine Translation (WMT22) ↗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 ↗Artur Nowakowski, Gabriela Pałka, Kamil Guttmann et al.6 citations
  8. CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task ↗Martin Popel, Jindřich Libovický, Jindřich Helcl5 citations
  9. Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation ↗Tsz Kin Lam, Eva Hasler, Felix Hieber4 citations
  10. Clean Text and Full-Body Transformer: Microsoft's Submission to the WMT22 Shared Task on Sign Language Translation ↗Subhadeep Dey, Abhilash Pal, Cyrine Chaabani et al.4 citations
  11. Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 ↗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 ↗Wenxiang Jiao, Zhaopeng Tu, Jiarui Li et al.4 citations
  13. Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task ↗Yu Wan, Keqin Bao, Dayiheng Liu et al.3 citations
  14. Continuous Rating as Reliable Human Evaluation of Simultaneous Speech Translation ↗Dávid Javorský, Dominik Macháček, Ondřej Bojar3 citations
  15. Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know about It ↗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 ↗Akshat Gahoi, Jayant Duneja, Anshul Padhi et al.3 citations
  17. MaTESe: Machine Translation Evaluation as a Sequence Tagging ProblemStefano Perrella, Lorenzo Proietti, Alessandro Scirè et al.3 citations · our summary
  18. Searching for a Higher Power in the Human Evaluation of MT ↗Johnny Wei, Tom Kocmi, Christian Federmann3 citations
  19. Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task ↗Keqin Bao, Yu Wan, Dayiheng Liu et al.2 citations
  20. Findings of the WMT 2022 Shared Task on Quality EstimationChrysoula Zerva, Frédéric Blain, Ricardo Rei et al.2 citations · our summary
  21. Additive Interventions Yield Robust Multi-Domain Machine Translation Models ↗Elijah Rippeth, Matt Post1 citation
  22. CNLP-NITS-PP at MixMT 2022: Hinglish-English Code-Mixed Machine Translation ↗Sahinur Rahman Laskar, Rahul Singh, Shyambabu Pandey et al.1 citation
  23. Findings of the WMT 2022 Shared Task on Chat Translation ↗Ana C Farinha, M. Amin Farajian, Marianna Buchicchio et al.1 citation
  24. Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 ↗Francisco Casacuberta, George Foster, Guoping Huang et al.1 citation
  25. Focused Concatenation for Context-Aware Neural Machine Translation ↗Lorenzo Lupo, Marco Dinarelli, Laurent Besacier1 citation
  26. GTCOM Neural Machine Translation Systems for WMT22 ↗Hao Zong, Chao Bei1 citation
  27. NJUNLP's Participation for the WMT2022 Quality Estimation Shared Task ↗Xiang Geng, Yu Zhang, Shujian Huang et al.1 citation
  28. Overview and Results of MixMT Shared-Task at WMT 2022 ↗Vivek Srivastava, Mayank Singh1 citation
  29. Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task ↗Sweta Agrawal, Nikita Mehandru, Niloufar Salehi et al.1 citation
  30. SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models ↗Abdul Khan, Hrishikesh Kanade, Girish Budhrani et al.1 citation
  31. TSMind: Alibaba and Soochow University's Submission to the WMT22 Translation Suggestion Task ↗Xin Ge, Ke Wang, Jiayi Wang et al.1 citation
  32. The NiuTrans Machine Translation Systems for WMT22 ↗Weiqiao Shan, Zhiquan Cao, Yuchen Han et al.1 citation
  33. The SPECTRANS System Description for the WMT22 Biomedical Task ↗Nicolas Ballier, Jean-baptiste Yunès, Guillaume Wisniewski et al.1 citation
  34. ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsChantal Amrhein, Nikita Moghe, Liane Guillouour summary
  35. ANVITA-African: A Multilingual Neural Machine Translation System for African Languages ↗Pavanpankaj Vegi, Sivabhavani J, Biswajit Paul et al.
  36. Automated Evaluation Metric for Terminology Consistency in MT ↗Kirill Semenov, Ondřej Bojar
  37. BJTU-Toshiba's Submission to WMT22 Quality Estimation Shared Task ↗Hui Huang, Hui Di, Chunyou Li et al.
  38. BJTU-WeChat's Systems for the WMT22 Chat Translation Task ↗Yunlong Liang, Fandong Meng, Jinan Xu et al.
  39. CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task ↗Jindřich Helcl
  40. CUNI-Bergamot Submission at WMT22 General Translation Task ↗Josef Jon, Martin Popel, Ondřej Bojar
  41. Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? ↗Thuy-Trang Vu, Shahram Khadivi, Xuanli He et al.
  42. CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task ↗Shimin Tao, Su Chang, Ma Miaomiao et al.
  43. DENTRA: Denoising and Translation Pre-training for Multilingual Machine Translation ↗Samta Kamboj, Sunil Kumar Sahu, Neha Sengupta
  44. DUTNLP Machine Translation System for WMT22 General MT Task ↗Ting Wang, Huan Liu, Junpeng Liu et al.
  45. Data Augmentation for Inline Tag-Aware Neural Machine Translation ↗Yonghyun Ryu, Yoonjung Choi, Sangha Kim
  46. Does Sentence Segmentation Matter for Machine Translation? ↗Rachel Wicks, Matt Post
  47. Domain Curricula for Code-Switched MT at MixMT 2022 ↗Lekan Raheem, Maab Elrashid, Melvin Johnson et al.
  48. Don't Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation ↗Chantal Amrhein, Barry Haddow
  49. Edinburgh's Submission to the WMT 2022 Efficiency Task ↗Nikolay Bogoychev, Maximiliana Behnke, Jelmer Van Der Linde et al.
  50. Evaluating Corpus Cleanup Methods in the WMT'22 News Translation Task ↗Marilena Malli, George Tambouratzis
  51. Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints ↗Lorenz Hufe, Eleftherios Avramidis
  52. Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task ↗Xiaoyu Chen, Daimeng Wei, Hengchao Shang et al.
  53. Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation ↗Sweta Agrawal, Julia Kreutzer, Colin Cherry
  54. Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports ↗Mariana Neves, Antonio Jimeno Yepes, Amy Siu et al.
  55. Findings of the WMT 2022 Shared Task on Automatic Post-Editing ↗Pushpak Bhattacharyya, Rajen Chatterjee, Markus Freitag et al.
  56. Findings of the WMT 2022 Shared Task on Efficient Translation ↗Kenneth Heafield, Biao Zhang, Graeme Nail et al.
  57. Findings of the WMT 2022 Shared Task on Translation Suggestion ↗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 ↗Marion Weller-Di Marco, Alexander Fraser
  59. Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages ↗David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos et al.
  60. Gender Bias Mitigation for NMT Involving Genderless Languages ↗Ander Corral, Xabier Saralegi
  61. HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task ↗Shaojun Li, Yuanchang Luo, Daimeng Wei et al.
  62. HW-TSC Translation Systems for the WMT22 Biomedical Translation Task ↗Zhanglin Wu, Jinlong Yang, Zhiqiang Rao et al.
  63. HW-TSC Translation Systems for the WMT22 Chat Translation Task ↗Jinlong Yang, Zongyao Li, Daimeng Wei et al.
  64. HW-TSC's Submission for the WMT22 Efficiency Task ↗Hengchao Shang, Ting Hu, Daimeng Wei et al.
  65. HW-TSC's Submissions to the WMT 2022 General Machine Translation Shared Task ↗Daimeng Wei, Zhiqiang Rao, Zhanglin Wu et al.
  66. HW-TSC's Submissions to the WMT22 Word-Level Auto Completion Task ↗Hao Yang, Hengchao Shang, Zongyao Li et al.
  67. Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT ↗Weixuan Wang, Xupeng Meng, Suqing Yan et al.
  68. IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task ↗Cheng Yang, Siheng Li, Chufan Shi et al.
  69. IIT Bombay's WMT22 Automatic Post-Editing Shared Task Submission ↗Sourabh Deoghare, Pushpak Bhattacharyya
  70. Improved Data Augmentation for Translation Suggestion ↗Hongxiao Zhang, Siyu Lai, Songming Zhang et al.
  71. Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? ↗Jesujoba Alabi, Lydia Nishimwe, Benjamin Muller et al.
  72. Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation ↗Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj et al.
  73. KU X Upstage's Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task ↗Sugyeong Eo, Chanjun Park, Hyeonseok Moon et al.
  74. KYB General Machine Translation Systems for WMT22 ↗Shivam Kalkar, Yoko Matsuzaki, Ben Li
  75. LUL's WMT22 Automatic Post-Editing Shared Task Submission ↗Xiaoying Huang, Xingrui Lou, Fan Zhang et al.
  76. Lan-Bridge MT's Participation in the WMT 2022 General Translation Shared Task ↗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 ↗Md Mahfuz Ibn Alam, Antonios Anastasopoulos
  78. Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation ↗Danni Liu, Jan Niehues
  79. Lingua Custodia's Participation at the WMT 2022 Word-Level Auto-completion Shared Task ↗Melissa Ailem, Jingshu Liu, Jean-gabriel Barthelemy et al.
  80. Linguistically Motivated Evaluation of Machine Translation Metrics Based on a Challenge Set ↗Eleftherios Avramidis, Vivien Macketanz
  81. Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language DirectionsVivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis et al.our summary
  82. MS-COMET: More and Better Human Judgements Improve Metric Performance ↗Tom Kocmi, Hitokazu Matsushita, Christian Federmann
  83. MUCS@MixMT: IndicTrans-based Machine Translation for Hinglish Text ↗Asha Hegde, Hosahalli Lakshmaiah Shashirekha
  84. MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 ↗Edoardo Signoroni, Pavel Rychlý
  85. Manifold's English-Chinese System at WMT22 General MT Task ↗Chang Jin, Tingxun Shi, Zhengshan Xue et al.
  86. NAIST-NICT-TIT WMT22 General MT Task Submission ↗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 ↗Raj Dabre
  88. NT5 at WMT 2022 General Translation Task ↗Makoto Morishita, Keito Kudo, Yui Oka et al.
  89. No Domain Left behind ↗Hui Zeng
  90. Optum's Submission to WMT22 Biomedical Translation Tasks ↗Sahil Manchanda, Saurabh Bhagwat
  91. PRHLT's Submission to WLAC 2022 ↗Angel Navarro, Miguel Domingo, Francisco Casacuberta
  92. PROMT Systems for WMT22 General Translation Task ↗Alexander Molchanov, Vladislav Kovalenko, Natalia Makhamalkina
  93. Papago's Submission to the WMT22 Quality Estimation Shared Task ↗Seunghyun Lim, Jeonghyeok Park
  94. Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task ↗Yilun Liu, Xiaosong Qiao, Zhanglin Wu et al.
  95. REUSE: REference-free UnSupervised Quality Estimation Metric ↗Ananya Mukherjee, Manish Shrivastava
  96. Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation ↗Hieu Hoang, Marcin Junczys-dowmunt, Roman Grundkiewicz et al.
  97. Robust MT Evaluation with Sentence-level Multilingual Augmentation ↗Duarte Alves, Ricardo Rei, Ana C Farinha et al.
  98. SRT's Neural Machine Translation System for WMT22 Biomedical Translation Task ↗Yoonjung Choi, Jiho Shin, Yonghyun Ryu et al.
  99. Samsung R&D Institute Poland Participation in WMT 2022 ↗Adam Dobrowolski, Mateusz Klimaszewski, Adam Myśliwy et al.
  100. Samsung Research Philippines - Datasaur AI's Submission for the WMT22 Large Scale Multilingual Translation Task ↗Jan Christian Blaise Cruz, Lintang Sutawika

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