---
title: "WMT 2022 — accepted papers — Elamur Research"
description: "WMT 2022 — accepted papers: 8 papers in the Elamur Research library (Abu Dhabi, United Arab Emirates (Hybrid)), with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/wmt/2022/"
---
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# 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

[**125** papers in the proceedings](#all) · [**8** works in our library](https://md.research.elamur.ai/free/en/venues/wmt/2022/#works) · [**1,249** citations of these works](https://md.research.elamur.ai/free/en/venues/wmt/2022/#works)

## 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 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*

## 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 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*

[See all 125 papers in WMT 2022 — accepted papers →](https://md.research.elamur.ai/free/en/venues/wmt/2022/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 Task](https://md.research.elamur.ai/free/en/papers/rei-2022-comet-22-unbabel-ist-2022/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/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 Task](https://md.research.elamur.ai/free/en/papers/rei-2022-cometkiwi-ist-unbabel-2022-submission/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/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 Robust**Markus Freitag, Ricardo Rei, Nitika Mathur, et al.*2022 · 263 citations*](https://md.research.elamur.ai/free/en/papers/freitag-2022-results-wmt22-metrics-shared-task/)
4. **[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/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/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 Metric](https://md.research.elamur.ai/free/en/papers/vernikos-2022-embarrassingly-easy-document-level-mt/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Giorgos Vernikos, Brian Thompson, Prashant Mathur, et al.*2022 · 68 citations*
6. **[MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem](https://md.research.elamur.ai/free/en/papers/perrella-2022-matese-machine-translation-evaluation-as/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.*2022 · 32 citations*
7. [**ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics**Chantal Amrhein, Nikita Moghe, Liane Guillou*2022 · 29 citations*](https://md.research.elamur.ai/free/en/papers/amrhein-2022-aces-translation-accuracy-challenge-sets/)
8. [**Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language Directions**Vivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis, et al.*2022 · 8 citations*](https://md.research.elamur.ai/free/en/papers/macketanz-2022-linguistically-motivated-evaluation-2022-state/)

## Top topics

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

[Machine translation (7)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks (7)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Arts and Humanities (8)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (8)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**André F. T. Martins**4 works here · 1,112 citations](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/) · [🧑‍🔬**Ricardo Rei**4 works here · 1,112 citations](https://md.research.elamur.ai/free/en/authors/ricardo-rei/) · [🧑‍🔬**Alon Lavie**3 works here · 1,021 citations](https://md.research.elamur.ai/free/en/authors/alon-lavie/) · [🧑‍🔬**Chrysoula Zerva**3 works here · 849 citations](https://md.research.elamur.ai/free/en/authors/chrysoula-zerva/) · [🧑‍🔬**Duarte Alves**3 works here · 849 citations](https://md.research.elamur.ai/free/en/authors/duarte-alves/) · [🧑‍🔬**José G. C. de Souza**3 works here · 849 citations](https://md.research.elamur.ai/free/en/authors/jose-g-c-de-souza/) · [🧑‍🔬**Ana C Farinha**2 works here · 758 citations](https://md.research.elamur.ai/free/en/authors/ana-c-farinha/) · [🧑‍🔬**Luisa Coheur**2 works here · 758 citations](https://md.research.elamur.ai/free/en/authors/luisa-coheur/) · [🧑‍🔬**Taisiya Glushkova**2 works here · 758 citations](https://md.research.elamur.ai/free/en/authors/taisiya-glushkova/) · [🧑‍🔬**Eleftherios Avramidis**2 works here · 271 citations](https://md.research.elamur.ai/free/en/authors/eleftherios-avramidis/) · [🧑‍🔬**Marcos Treviso**1 work here · 325 citations](https://md.research.elamur.ai/free/en/authors/marcos-treviso/) · [🧑‍🔬**Nuno M. Guerreiro**1 work here · 325 citations](https://md.research.elamur.ai/free/en/authors/nuno-m-guerreiro/)

## Top institutions

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

[🔬**Instituto de Telecomunicações** Lisbon · Portugal 3 works here](https://md.research.elamur.ai/free/en/labs/instituto-de-telecomunicacoes/) · [🎓**Instituto Superior Técnico** Lisbon · Portugal 3 works here](https://md.research.elamur.ai/free/en/universities/instituto-superior-tecnico/) · [🔬**Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento** Lisbon · Portugal 2 works here](https://md.research.elamur.ai/free/en/labs/instituto-de-engenharia-de-sistemas-e-computadores-investigacao-e/) · [🎓**University of Lisbon** Lisbon · Portugal 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-lisbon/) · [🔬**German Research Centre for Artificial Intelligence** Kaiserslautern · Germany 2 works here](https://md.research.elamur.ai/free/en/labs/german-research-centre-for-artificial-intelligence/) · [🎓**University of Wolverhampton** Wolverhampton · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-wolverhampton/) · [🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of Hildesheim** Hildesheim · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-hildesheim/) · [🎓**Bielefeld University** Bielefeld · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/bielefeld-university/) · [🎓**University of Zurich** Zurich · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-zurich/)

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

- [← previous WMT 2021](https://md.research.elamur.ai/free/en/venues/wmt/2021/)
- [next → WMT 2023](https://md.research.elamur.ai/free/en/venues/wmt/2023/)
- [↑ back to WMT](https://md.research.elamur.ai/free/en/venues/wmt/)