📰 WMT 2022 — accepted papers

WMT 2022 is the 2022 edition of the Conference on Machine Translation (WMT), held in Abu Dhabi, United Arab Emirates (Hybrid), December 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 125 papers of it; our library holds 8 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Abu Dhabi, United Arab Emirates (Hybrid) · 🗓 December 2022

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (125)

The most cited first; 8 with our summary link to their page here, the others to the original.

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

See all 125 papers in WMT 2022 — accepted papers →

📄 Papers with our summary in our library (8)

The most cited first (OpenAlex citations plus our library's).

1. COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared TaskConference on Machine Translation (WMT)Ricardo Rei, José G. C. de Souza, Duarte Alves, et al.2022 · 433 citations
2. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskConference on Machine Translation (WMT)Ricardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.2022 · 325 citations
3. Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More RobustMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2022 · 263 citations
4. Findings of the WMT 2022 Shared Task on Quality EstimationConference on Machine Translation (WMT)Chrysoula Zerva, Frédéric Blain, Ricardo Rei, et al.2022 · 91 citations
5. Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level MetricConference on Machine Translation (WMT)Giorgos Vernikos, Brian Thompson, Prashant Mathur, et al.2022 · 68 citations
6. MaTESe: Machine Translation Evaluation as a Sequence Tagging ProblemConference on Machine Translation (WMT)Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.2022 · 32 citations
7. ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsChantal Amrhein, Nikita Moghe, Liane Guillou2022 · 29 citations
8. Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language DirectionsVivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis, et al.2022 · 8 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔁Machine translation (7)📏Evaluation & benchmarks (7)

📚 Fields

🎭Arts and Humanities (8)🖥️Computer Science (8)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬Instituto de TelecomunicaçõesLisbon · Portugal3 works here🎓Instituto Superior TécnicoLisbon · Portugal3 works here🔬Instituto de Engenharia de Sistemas e Computadores Investigação e DesenvolvimentoLisbon · Portugal2 works here🎓University of LisbonLisbon · Portugal2 works here🔬German Research Centre for Artificial IntelligenceKaiserslautern · Germany2 works here🎓University of WolverhamptonWolverhampton · United Kingdom1 work here🏢MicrosoftRedmond · United States1 work here🏢GoogleMountain View · United States1 work here🏢AmazonSeattle · United States1 work here🎓University of HildesheimHildesheim · Germany1 work here🎓Bielefeld UniversityBielefeld · Germany1 work here🎓University of ZurichZurich · Switzerland1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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