📰 WMT 2020 — accepted papers

WMT 2020 is the 2020 edition of the Conference on Machine Translation (WMT), held in Online, November 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 141 papers of it; our library holds 10 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Online · 🗓 November 2020

Most cited papers

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

1. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar et al.178 citations · our summary
2. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag et al.67 citations · our summary
3. Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva et al.60 citations · our summary
4. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and AlignmentPhilipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky et al.43 citations · our summary
5. Findings of the WMT 2020 Shared Task on Automatic Post-Editing ↗Rajen Chatterjee, Markus Freitag, Matteo Negri et al.38 citations
6. Facebook AI's WMT20 News Translation Task Submission ↗Peng-Jen Chen, Ann Lee, Changhan Wang et al.37 citations
7. The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MTJörg Tiedemann37 citations · our summary
8. Mitigating Gender Bias in Machine Translation with Target Gender Annotations ↗Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis35 citations
9. When Does Unsupervised Machine Translation Work? ↗Kelly Marchisio, Kevin Duh, Philipp Koehn34 citations
10. Unbabel's Participation in the WMT20 Metrics Shared TaskRicardo Rei, Craig Stewart, Ana C Farinha et al.31 citations · our summary

All accepted papers (141)

The most cited first; 10 with our summary link to their page here, the others to the original.

1. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar et al.178 citations · our summary
2. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag et al.67 citations · our summary
3. Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva et al.60 citations · our summary
4. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and AlignmentPhilipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky et al.43 citations · our summary
5. Findings of the WMT 2020 Shared Task on Automatic Post-Editing ↗Rajen Chatterjee, Markus Freitag, Matteo Negri et al.38 citations
6. Facebook AI's WMT20 News Translation Task Submission ↗Peng-Jen Chen, Ann Lee, Changhan Wang et al.37 citations
7. The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MTJörg Tiedemann37 citations · our summary
8. Mitigating Gender Bias in Machine Translation with Target Gender Annotations ↗Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis35 citations
9. When Does Unsupervised Machine Translation Work? ↗Kelly Marchisio, Kevin Duh, Philipp Koehn34 citations
10. Unbabel's Participation in the WMT20 Metrics Shared TaskRicardo Rei, Craig Stewart, Ana C Farinha et al.31 citations · our summary
11. Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared TaskThibault Sellam, Amy Pu, Hyung Won Chung et al.26 citations · our summary
12. Two-Phase Cross-Lingual Language Model Fine-Tuning for Machine Translation Quality Estimation ↗Dongjun Lee24 citations
13. HW-TSC's Participation in the WMT 2020 News Translation Shared Task ↗Daimeng Wei, Hengchao Shang, Zhanglin Wu et al.22 citations
14. Tencent Neural Machine Translation Systems for the WMT20 News Translation Task ↗Shuangzhi Wu, Xing Wang, Longyue Wang et al.20 citations
15. Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task ↗Longyue Wang, Zhaopeng Tu, Xing Wang et al.18 citations
16. IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task ↗João Moura, Miguel Vera, Daan van Stigt et al.17 citations
17. HW-TSC's Participation at WMT 2020 Quality Estimation Shared Task ↗Minghan Wang, Hao Yang, Hengchao Shang et al.16 citations
18. Findings of the WMT 2020 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT ↗Alexander Fraser15 citations
19. BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task ↗Marina Fomicheva, Shuo Sun, Lisa Yankovskaya et al.14 citations
20. Findings of the WMT 2020 Shared Task on Machine Translation Robustness ↗Lucia Specia, Zhenhao Li, Juan Pino et al.14 citations
21. Gender Coreference and Bias Evaluation at WMT 2020 ↗Tom Kocmi, Tomasz Limisiewicz, Gabriel Stanovsky14 citations
22. Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages ↗Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea et al.13 citations
23. OPPO's Machine Translation Systems for WMT20 ↗Tingxun Shi, Shiyu Zhao, Xiaopu Li et al.13 citations
24. Towards Multimodal Simultaneous Neural Machine Translation ↗Aizhan Imankulova, Masahiro Kaneko, Tosho Hirasawa et al.12 citations
25. Human-Paraphrased References Improve Neural Machine Translation ↗Markus Freitag, George Foster, David Grangier et al.11 citations

See all 141 papers in WMT 2020 — accepted papers →

📄 Papers with our summary in our library (10)

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

1. Findings of the 2020 Conference on Machine Translation (WMT20)Conference on Machine Translation (WMT)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
2. Results of the WMT20 Metrics Shared TaskConference on Machine Translation (WMT)Nitika Mathur, Johnny Wei, Markus Freitag, et al.2020 · 195 citations
3. The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MTConference on Machine Translation (WMT)Jörg Tiedemann2020 · 183 citations
4. Findings of the WMT 2020 Shared Task on Quality EstimationConference on Machine Translation (WMT)Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.2020 · 160 citations
5. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and AlignmentConference on Machine Translation (WMT)Philipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky, et al.2020 · 100 citations
6. Unbabel's Participation in the WMT20 Metrics Shared TaskConference on Machine Translation (WMT)Ricardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 98 citations
7. Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared TaskConference on Machine Translation (WMT)Thibault Sellam, Amy Pu, Hyung Won Chung, et al.2020 · 55 citations
8. Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic DiversityConference on Machine Translation (WMT)Brian Thompson, Matt Post2020 · 55 citations
9. Findings of the WMT 2020 Shared Task on Chat TranslationConference on Machine Translation (WMT)M. Amin Farajian, António V. Lopes, André F. T. Martins, et al.2020 · 29 citations
10. Incorporate Semantic Structures into Machine Translation Evaluation via UCCAJin Xu, Yinuo Guo, Junfeng Hu2020 · 12 citations

🧭 Top topics

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

🔁Machine translation (10)📏Evaluation & benchmarks (7)🌍Multilingual & cross-lingual NLP (3)✍️Text generation (1)🌱Low-resource languages (1)English (1)

📚 Fields

🎭Arts and Humanities (10)🖥️Computer Science (10)

🧑‍🔬 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.

🎓Johns Hopkins UniversityBaltimore · United States3 works here🎓University of WolverhamptonWolverhampton · United Kingdom2 works here🏢GoogleMountain View · United States2 works here🎓Charles UniversityPrague · Czechia2 works here🔬Instituto de TelecomunicaçõesLisbon · Portugal2 works here🎓University of SheffieldSheffield · United Kingdom2 works here🏢MicrosoftRedmond · United States1 work here🎓University of HelsinkiHelsinki · Finland1 work here🎓Rochester Institute of TechnologyRochester · United States1 work here🎓The University of MelbourneMelbourne · Australia1 work here🏛️National Academies of Sciences, Engineering, and MedicineWashington · United States1 work here🏛️Chinese Academy of SciencesBeijing · China1 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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