📰 WMT 2024 — accepted papers

WMT 2024 is the 2024 edition of the Conference on Machine Translation (WMT), held in Miami, Florida, USA, November 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 133 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.

📍 Miami, Florida, United States · 🗓 November 2024

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 WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetTom Kocmi, Eleftherios Avramidis, Rachel Bawden et al.24 citations · our summary
2. Findings of the WMT 2024 Shared Task on Chat Translation ↗Wafaa Mohammed, Sweta Agrawal, Amin Farajian et al.21 citations
3. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch et al.13 citations · our summary
4. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsEleftheria Briakou, Jiaming Luo, Colin Cherry et al.12 citations · our summary
5. Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations ↗Fedor Sizov, Cristina España-Bonet, Josef van Genabith et al.10 citations
6. From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning ↗Denis Elshin, Nikolay Karpachev, Boris Gruzdev et al.10 citations
7. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationTom Kocmi, Vilém Zouhar, Eleftherios Avramidis et al.8 citations · our summary
8. Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning ↗Bin Wei, Zheng Jiawei, Zongyao Li et al.8 citations
9. Efficient Terminology Integration for LLM-based Translation in Specialized Domains ↗Sejoon Kim, Mingi Sung, Jeonghwan Lee et al.7 citations
10. Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data ↗Zhongtao Liu, Parker Riley, Daniel Deutsch et al.6 citations

All accepted papers (133)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetTom Kocmi, Eleftherios Avramidis, Rachel Bawden et al.24 citations · our summary
2. Findings of the WMT 2024 Shared Task on Chat Translation ↗Wafaa Mohammed, Sweta Agrawal, Amin Farajian et al.21 citations
3. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch et al.13 citations · our summary
4. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsEleftheria Briakou, Jiaming Luo, Colin Cherry et al.12 citations · our summary
5. Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations ↗Fedor Sizov, Cristina España-Bonet, Josef van Genabith et al.10 citations
6. From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning ↗Denis Elshin, Nikolay Karpachev, Boris Gruzdev et al.10 citations
7. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationTom Kocmi, Vilém Zouhar, Eleftherios Avramidis et al.8 citations · our summary
8. Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning ↗Bin Wei, Zheng Jiawei, Zongyao Li et al.8 citations
9. Efficient Terminology Integration for LLM-based Translation in Specialized Domains ↗Sejoon Kim, Mingi Sung, Jeonghwan Lee et al.7 citations
10. Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data ↗Zhongtao Liu, Parker Riley, Daniel Deutsch et al.6 citations
11. Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? ↗Chrysoula Zerva, Frederic Blain, José G. C. De Souza et al.6 citations
12. MetricX-24: The Google Submission to the WMT 2024 Metrics Shared TaskJuraj Juraska, Daniel Deutsch, Mara Finkelstein et al.6 citations · our summary
13. Domain Dynamics: Evaluating Large Language Models in English-Hindi Translation ↗Soham Bhattacharjee, Baban Gain, Asif Ekbal5 citations
14. Findings of WMT 2024 Shared Task on Low-Resource Indic Languages TranslationPartha Pakray, Santanu Pal, Advaitha Vetagiri et al.5 citations · our summary
15. Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation ↗Longyue Wang, Siyou Liu, Chenyang Lyu et al.4 citations
16. MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages ↗Abhinav P M, Ketaki Shetye, Parameswari Krishnamurthy4 citations
17. Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak ↗Mukhammadsaid Mamasaidov, Abror Shopulatov4 citations
18. Pitfalls and Outlooks in Using COMET ↗Vilém Zouhar, Pinzhen Chen, Tsz Kin Lam et al.4 citations
19. Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation ↗Vivek Iyer, Bhavitvya Malik, Pavel Stepachev et al.4 citations
20. A Test Suite of Prompt Injection Attacks for LLM-based Machine Translation ↗Antonio Valerio Miceli Barone, Zhifan Sun3 citations
21. Chitranuvad: Adapting Multi-lingual LLMs for Multimodal Translation ↗Shaharukh Khan, Ayush Tarun, Ali Faraz et al.3 citations
22. Document-level Translation with LLM Reranking: Team-J at WMT 2024 General Translation Task ↗Keito Kudo, Hiroyuki Deguchi, Makoto Morishita et al.3 citations
23. English-to-Low-Resource Translation: A Multimodal Approach for Hindi, Malayalam, Bengali, and Hausa ↗Ali Hatami, Shubhanker Banerjee, Mihael Arcan et al.3 citations
24. Multimodal Machine Translation for Low-Resource Indic Languages: A Chain-of-Thought Approach Using Large Language Models ↗Pawan Rajpoot, Nagaraj Bhat, Ashish Shrivastava3 citations
25. NLIP-Lab-IITH Multilingual MT System for WAT24 MT Shared Task ↗Maharaj Brahma, Pramit Sahoo, Maunendra Sankar Desarkar3 citations

See all 133 papers in WMT 2024 — accepted papers →

📄 Papers with our summary in our library (6)

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

1. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetConference on Machine Translation (WMT)Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.2024 · 177 citations
2. MetricX-24: The Google Submission to the WMT 2024 Metrics Shared TaskConference on Machine Translation (WMT)Juraj Juraska, Daniel Deutsch, Mara Finkelstein, et al.2024 · 118 citations
3. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskConference on Machine Translation (WMT)Markus Freitag, Nitika Mathur, Daniel Deutsch, et al.2024 · 106 citations
4. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationConference on Machine Translation (WMT)Tom Kocmi, Vilém Zouhar, Eleftherios Avramidis, et al.2024 · 83 citations
5. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsConference on Machine Translation (WMT)Eleftheria Briakou, Jiaming Luo, Colin Cherry, et al.2024 · 46 citations
6. Findings of WMT 2024 Shared Task on Low-Resource Indic Languages TranslationConference on Machine Translation (WMT)Partha Pakray, Santanu Pal, Advaitha Vetagiri, et al.2024 · 21 citations

🧭 Top topics

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

🔁Machine translation (6)📏Evaluation & benchmarks (4)🌱Low-resource languages (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.

🏢MicrosoftRedmond · United States2 works here🏢GoogleMountain View · United States2 works here🎓University of Massachusetts AmherstAmherst Center · United States2 works here🔬German Research Centre for Artificial IntelligenceKaiserslautern · Germany2 works here🎓ETH ZurichZurich · Switzerland2 works here🎓Dublin City UniversityDublin · Ireland2 works here🏢AmazonSeattle · United States1 work here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France1 work here🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓National Institute Of Technology SilcharSilchar · India1 work here🎓Tilburg UniversityTilburg · Netherlands1 work here🎓Charles UniversityPrague · Czechia1 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/2024/