--- title: "WMT 2021 — accepted papers — Elamur Research" description: "WMT 2021 — accepted papers: 6 papers in the Elamur Research library (Online), with our summaries, ranked by citations." canonical: "https://research.elamur.ai/free/en/venues/wmt/2021/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/wmt/2021/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [WMT](https://md.research.elamur.ai/free/en/venues/wmt/) / 2021 # WMT 2021 — accepted papers WMT 2021 is the 2021 edition of the Conference on Machine Translation (WMT), held in Online, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 121 papers of it; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Online · 🗓 November 2021 [**121** papers in the proceedings](#all) · [**6** works in our library](https://md.research.elamur.ai/free/en/venues/wmt/2021/#works) · [**627** citations of these works](https://md.research.elamur.ai/free/en/venues/wmt/2021/#works) ## All accepted papers (121) The most cited first; 6 with our summary link to their page here, the others to the original. 1. **[A Fine-Grained Analysis of BERTScore](https://md.research.elamur.ai/free/en/papers/hanna-2021-fine-grained-analysis-bertscore/)**Michael Hanna, Ondřej Bojar*our summary* 2. **[A3-108 Machine Translation System for Similar Language Translation Shared Task 2021 ↗](https://aclanthology.org/2021.wmt-1.33/)**Saumitra Yadav, Manish Shrivastava 3. **[Adam Mickiewicz University's English-Hausa Submissions to the WMT 2021 News Translation Task ↗](https://aclanthology.org/2021.wmt-1.14/)**Artur Nowakowski, Tomasz Dwojak 4. **[Adapting Neural Machine Translation for Automatic Post-Editing ↗](https://aclanthology.org/2021.wmt-1.35/)**Abhishek Sharma, Prabhakar Gupta, Anil Nelakanti 5. **[Allegro.eu Submission to WMT21 News Translation Task ↗](https://aclanthology.org/2021.wmt-1.10/)**Mikołaj Koszowski, Karol Grzegorczyk, Tsimur Hadeliya 6. **[Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2021-are-references-really-needed-unbabel/)**Ricardo Rei, Ana C Farinha, Chrysoula Zerva et al.*our summary* 7. **[Back-translation for Large-Scale Multilingual Machine Translation ↗](https://aclanthology.org/2021.wmt-1.50/)**Baohao Liao, Shahram Khadivi, Sanjika Hewavitharana 8. **[CUNI Systems for WMT21: Terminology Translation Shared Task ↗](https://aclanthology.org/2021.wmt-1.82/)**Josef Jon, Michal Novák, João Paulo Aires et al. 9. **[CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT ↗](https://aclanthology.org/2021.wmt-1.7/)**Petr Gebauer, Ondřej Bojar, Vojtěch Švandelík et al. 10. **[CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task ↗](https://aclanthology.org/2021.wmt-1.42/)**Josef Jon, Michal Novák, João Paulo Aires et al. 11. **[Continual Learning in Multilingual NMT via Language-Specific Embeddings ↗](https://aclanthology.org/2021.wmt-1.62/)**Alexandre Berard 12. **[Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information ↗](https://aclanthology.org/2021.wmt-1.121/)**Yongkeun Hwang, Hyeongu Yun, Kyomin Jung 13. **[DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues ↗](https://aclanthology.org/2021.wmt-1.63/)**Sheila Castilho, João Lucas Cavalheiro Camargo, Miguel Menezes et al. 14. **[DUTNLP Machine Translation System for WMT21 Triangular Translation Task ↗](https://aclanthology.org/2021.wmt-1.38/)**Huan Liu, Junpeng Liu, Kaiyu Huang et al. 15. **[Data Processing Matters: SRPH-Konvergen AI's Machine Translation System for WMT'21 ↗](https://aclanthology.org/2021.wmt-1.52/)**Lintang Sutawika, Jan Christian Blaise Cruz 16. **[Direct Exploitation of Attention Weights for Translation Quality Estimation ↗](https://aclanthology.org/2021.wmt-1.101/)**Lisa Yankovskaya, Mark Fishel 17. **[Dynamic Terminology Integration for COVID-19 and Other Emerging Domains ↗](https://aclanthology.org/2021.wmt-1.81/)**Toms Bergmanis, Mārcis Pinnis 18. **[EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT ↗](https://aclanthology.org/2021.wmt-1.44/)**Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury et al. 19. **[Efficient Machine Translation with Model Pruning and Quantization ↗](https://aclanthology.org/2021.wmt-1.74/)**Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji et al. 20. **[Ensemble Fine-tuned mBERT for Translation Quality Estimation ↗](https://aclanthology.org/2021.wmt-1.93/)**Shaika Chowdhury, Naouel Baili, Brian Vannah 21. **[Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs ↗](https://aclanthology.org/2021.wmt-1.8/)**Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar et al. 22. **[Evaluating Multiway Multilingual NMT in the Turkic Languages ↗](https://aclanthology.org/2021.wmt-1.60/)**Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin et al. 23. **[Extending Challenge Sets to Uncover Gender Bias in Machine Translation: Impact of Stereotypical Verbs and Adjectives ↗](https://aclanthology.org/2021.wmt-1.61/)**Jonas-Dario Troles, Ute Schmid 24. **[FJWU Participation for the WMT21 Biomedical Translation Task ↗](https://aclanthology.org/2021.wmt-1.86/)**Sumbal Naz, Sadaf Abdul Rauf, Sami Ul Haq 25. **[Facebook AI's WMT21 News Translation Task Submission](https://md.research.elamur.ai/free/en/papers/tran-2021-facebook-ai-s-wmt21-news/)**Chau Tran, Shruti Bhosale, James Cross et al.*our summary* [See all 121 papers in WMT 2021 — accepted papers →](https://md.research.elamur.ai/free/en/venues/wmt/2021/papers/) ## Papers with our summary in our library (6) The most cited first (OpenAlex citations plus our library's). 1. **[Findings of the 2021 Conference on Machine Translation (WMT21)](https://md.research.elamur.ai/free/en/papers/akhbardeh-2021-findings-2021-conference-machine-translation/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, et al.*2021 · 189 citations* 2. **[Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain](https://md.research.elamur.ai/free/en/papers/freitag-2021-results-wmt21-metrics-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Markus Freitag, Ricardo Rei, Nitika Mathur, et al.*2021 · 169 citations* 3. **[Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2021-are-references-really-needed-unbabel/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ricardo Rei, Ana C Farinha, Chrysoula Zerva, et al.*2021 · 85 citations* 4. **[Findings of the WMT 2021 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/specia-2021-findings-wmt-2021-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.*2021 · 80 citations* 5. **[A Fine-Grained Analysis of BERTScore](https://md.research.elamur.ai/free/en/papers/hanna-2021-fine-grained-analysis-bertscore/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Michael Hanna, Ondřej Bojar*2021 · 62 citations* 6. **[Facebook AI's WMT21 News Translation Task Submission](https://md.research.elamur.ai/free/en/papers/tran-2021-facebook-ai-s-wmt21-news/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Chau Tran, Shruti Bhosale, James Cross, et al.*2021 · 42 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Evaluation & benchmarks (5)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Machine translation (4)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Fields [Arts and Humanities (6)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (6)](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. [🧑‍🔬**Ondřej Bojar**3 works here · 420 citations](https://md.research.elamur.ai/free/en/authors/ondrej-bojar/) · [🧑‍🔬**Markus Freitag**2 works here · 358 citations](https://md.research.elamur.ai/free/en/authors/markus-freitag/) · [🧑‍🔬**Vishrav Chaudhary**2 works here · 269 citations](https://md.research.elamur.ai/free/en/authors/vishrav-chaudhary/) · [🧑‍🔬**Alon Lavie**2 works here · 254 citations](https://md.research.elamur.ai/free/en/authors/alon-lavie/) · [🧑‍🔬**Craig Stewart**2 works here · 254 citations](https://md.research.elamur.ai/free/en/authors/craig-stewart/) · [🧑‍🔬**Ricardo Rei**2 works here · 254 citations](https://md.research.elamur.ai/free/en/authors/ricardo-rei/) · [🧑‍🔬**Angela Fan**2 works here · 231 citations](https://md.research.elamur.ai/free/en/authors/angela-fan/) · [🧑‍🔬**André F. T. Martins**2 works here · 165 citations](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/) · [🧑‍🔬**Chrysoula Zerva**2 works here · 165 citations](https://md.research.elamur.ai/free/en/authors/chrysoula-zerva/) · [🧑‍🔬**Arkady Arkhangorodsky**1 work here · 189 citations](https://md.research.elamur.ai/free/en/authors/arkady-arkhangorodsky/) · [🧑‍🔬**Christian Federmann**1 work here · 189 citations](https://md.research.elamur.ai/free/en/authors/christian-federmann/) · [🧑‍🔬**Cristina España-Bonet**1 work here · 189 citations](https://md.research.elamur.ai/free/en/authors/cristina-espana-bonet/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**Charles University** Prague · Czechia 2 works here](https://md.research.elamur.ai/free/en/universities/charles-university/) · [🏢**Meta (United Kingdom)** London · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · [🏢**Meta** Menlo Park · United States 2 works here](https://md.research.elamur.ai/free/en/companies/meta/) · [🔬**Instituto de Telecomunicações** Lisbon · Portugal 2 works here](https://md.research.elamur.ai/free/en/labs/instituto-de-telecomunicacoes/) · [🎓**University of Wolverhampton** Wolverhampton · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-wolverhampton/) · [🔬**Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento** Lisbon · Portugal 1 work here](https://md.research.elamur.ai/free/en/labs/instituto-de-engenharia-de-sistemas-e-computadores-investigacao-e/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**The University of Melbourne** Melbourne · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) · [🏛️**National Research Council Canada** Ottawa · Canada 1 work here](https://md.research.elamur.ai/free/en/government/national-research-council-canada/) · [🎓**Instituto Superior Técnico** Lisbon · Portugal 1 work here](https://md.research.elamur.ai/free/en/universities/instituto-superior-tecnico/) · [🎓**Imperial College London** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) · [🎓**University of Sheffield** Sheffield · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [← previous WMT 2020](https://md.research.elamur.ai/free/en/venues/wmt/2020/) - [next → WMT 2022](https://md.research.elamur.ai/free/en/venues/wmt/2022/) - [↑ back to WMT](https://md.research.elamur.ai/free/en/venues/wmt/)