📰 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

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 BERTScoreMichael Hanna, Ondřej Bojarour summary
2. A3-108 Machine Translation System for Similar Language Translation Shared Task 2021 ↗Saumitra Yadav, Manish Shrivastava
3. Adam Mickiewicz University's English-Hausa Submissions to the WMT 2021 News Translation Task ↗Artur Nowakowski, Tomasz Dwojak
4. Adapting Neural Machine Translation for Automatic Post-Editing ↗Abhishek Sharma, Prabhakar Gupta, Anil Nelakanti
5. Allegro.eu Submission to WMT21 News Translation Task ↗Mikołaj Koszowski, Karol Grzegorczyk, Tsimur Hadeliya
6. Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared TaskRicardo Rei, Ana C Farinha, Chrysoula Zerva et al.our summary
7. Back-translation for Large-Scale Multilingual Machine Translation ↗Baohao Liao, Shahram Khadivi, Sanjika Hewavitharana
8. CUNI Systems for WMT21: Terminology Translation Shared Task ↗Josef Jon, Michal Novák, João Paulo Aires et al.
9. CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT ↗Petr Gebauer, Ondřej Bojar, Vojtěch Švandelík et al.
10. CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task ↗Josef Jon, Michal Novák, João Paulo Aires et al.
11. Continual Learning in Multilingual NMT via Language-Specific Embeddings ↗Alexandre Berard
12. Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information ↗Yongkeun Hwang, Hyeongu Yun, Kyomin Jung
13. DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues ↗Sheila Castilho, João Lucas Cavalheiro Camargo, Miguel Menezes et al.
14. DUTNLP Machine Translation System for WMT21 Triangular Translation Task ↗Huan Liu, Junpeng Liu, Kaiyu Huang et al.
15. Data Processing Matters: SRPH-Konvergen AI's Machine Translation System for WMT'21 ↗Lintang Sutawika, Jan Christian Blaise Cruz
16. Direct Exploitation of Attention Weights for Translation Quality Estimation ↗Lisa Yankovskaya, Mark Fishel
17. Dynamic Terminology Integration for COVID-19 and Other Emerging Domains ↗Toms Bergmanis, Mārcis Pinnis
18. EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT ↗Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury et al.
19. Efficient Machine Translation with Model Pruning and Quantization ↗Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji et al.
20. Ensemble Fine-tuned mBERT for Translation Quality Estimation ↗Shaika Chowdhury, Naouel Baili, Brian Vannah
21. Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs ↗Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar et al.
22. Evaluating Multiway Multilingual NMT in the Turkic Languages ↗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 ↗Jonas-Dario Troles, Ute Schmid
24. FJWU Participation for the WMT21 Biomedical Translation Task ↗Sumbal Naz, Sadaf Abdul Rauf, Sami Ul Haq
25. Facebook AI's WMT21 News Translation Task SubmissionChau Tran, Shruti Bhosale, James Cross et al.our summary

See all 121 papers in WMT 2021 — accepted 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)Conference on Machine Translation (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 DomainConference on Machine Translation (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 TaskConference on Machine Translation (WMT)Ricardo Rei, Ana C Farinha, Chrysoula Zerva, et al.2021 · 85 citations
4. Findings of the WMT 2021 Shared Task on Quality EstimationConference on Machine Translation (WMT)Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.2021 · 80 citations
5. A Fine-Grained Analysis of BERTScoreConference on Machine Translation (WMT)Michael Hanna, Ondřej Bojar2021 · 62 citations
6. Facebook AI's WMT21 News Translation Task SubmissionConference on Machine Translation (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)🔁Machine translation (4)🌍Multilingual & cross-lingual NLP (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)

🧑‍🔬 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.

🎓Charles UniversityPrague · Czechia2 works here🏢Meta (United Kingdom)London · United Kingdom2 works here🏢MetaMenlo Park · United States2 works here🔬Instituto de TelecomunicaçõesLisbon · Portugal2 works here🎓University of WolverhamptonWolverhampton · United Kingdom1 work here🔬Instituto de Engenharia de Sistemas e Computadores Investigação e DesenvolvimentoLisbon · Portugal1 work here🏢GoogleMountain View · United States1 work here🎓The University of MelbourneMelbourne · Australia1 work here🏛️National Research Council CanadaOttawa · Canada1 work here🎓Instituto Superior TécnicoLisbon · Portugal1 work here🎓Imperial College LondonLondon · United Kingdom1 work here🎓University of SheffieldSheffield · United Kingdom1 work here

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

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/wmt/2021/