---
title: "WMT 2024 — accepted papers — Elamur Research"
description: "WMT 2024 — accepted papers: 6 papers in the Elamur Research library (Miami, Florida, USA), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/wmt/2024/"
---
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# 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](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 November 2024

[**133** papers in the proceedings](#all) · [**6** works in our library](https://md.research.elamur.ai/free/en/venues/wmt/2024/#works) · [**551** citations of these works](https://md.research.elamur.ai/free/en/venues/wmt/2024/#works)

## 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 Yet](https://md.research.elamur.ai/free/en/papers/kocmi-2024-findings-wmt24-general-machine-translation/)**Tom Kocmi, Eleftherios Avramidis, Rachel Bawden et al.*24 citations · our summary*
2. **[Findings of the WMT 2024 Shared Task on Chat Translation ↗](https://aclanthology.org/2024.wmt-1.59/)**Wafaa Mohammed, Sweta Agrawal, Amin Farajian et al.*21 citations*
3. **[Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/freitag-2024-are-llms-breaking-mt-metrics/)**Markus 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 Texts](https://md.research.elamur.ai/free/en/papers/briakou-2024-translating-step-step-decomposing-translation/)**Eleftheria Briakou, Jiaming Luo, Colin Cherry et al.*12 citations · our summary*
5. **[Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations ↗](https://aclanthology.org/2024.wmt-1.116/)**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 ↗](https://aclanthology.org/2024.wmt-1.17/)**Denis Elshin, Nikolay Karpachev, Boris Gruzdev et al.*10 citations*
7. **[Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation](https://md.research.elamur.ai/free/en/papers/kocmi-2024-error-span-annotation-balanced-approach/)**Tom Kocmi, Vilém Zouhar, Eleftherios Avramidis et al.*8 citations · our summary*
8. **[Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning ↗](https://aclanthology.org/2024.wmt-1.69/)**Bin Wei, Zheng Jiawei, Zongyao Li et al.*8 citations*
9. **[Efficient Terminology Integration for LLM-based Translation in Specialized Domains ↗](https://aclanthology.org/2024.wmt-1.51/)**Sejoon Kim, Mingi Sung, Jeonghwan Lee et al.*7 citations*
10. **[Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data ↗](https://aclanthology.org/2024.wmt-1.110/)**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 Yet](https://md.research.elamur.ai/free/en/papers/kocmi-2024-findings-wmt24-general-machine-translation/)**Tom Kocmi, Eleftherios Avramidis, Rachel Bawden et al.*24 citations · our summary*
2. **[Findings of the WMT 2024 Shared Task on Chat Translation ↗](https://aclanthology.org/2024.wmt-1.59/)**Wafaa Mohammed, Sweta Agrawal, Amin Farajian et al.*21 citations*
3. **[Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/freitag-2024-are-llms-breaking-mt-metrics/)**Markus 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 Texts](https://md.research.elamur.ai/free/en/papers/briakou-2024-translating-step-step-decomposing-translation/)**Eleftheria Briakou, Jiaming Luo, Colin Cherry et al.*12 citations · our summary*
5. **[Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations ↗](https://aclanthology.org/2024.wmt-1.116/)**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 ↗](https://aclanthology.org/2024.wmt-1.17/)**Denis Elshin, Nikolay Karpachev, Boris Gruzdev et al.*10 citations*
7. **[Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation](https://md.research.elamur.ai/free/en/papers/kocmi-2024-error-span-annotation-balanced-approach/)**Tom Kocmi, Vilém Zouhar, Eleftherios Avramidis et al.*8 citations · our summary*
8. **[Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning ↗](https://aclanthology.org/2024.wmt-1.69/)**Bin Wei, Zheng Jiawei, Zongyao Li et al.*8 citations*
9. **[Efficient Terminology Integration for LLM-based Translation in Specialized Domains ↗](https://aclanthology.org/2024.wmt-1.51/)**Sejoon Kim, Mingi Sung, Jeonghwan Lee et al.*7 citations*
10. **[Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data ↗](https://aclanthology.org/2024.wmt-1.110/)**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? ↗](https://aclanthology.org/2024.wmt-1.3/)**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 Task](https://md.research.elamur.ai/free/en/papers/juraska-2024-metricx-24-google-submission-wmt/)**Juraj Juraska, Daniel Deutsch, Mara Finkelstein et al.*6 citations · our summary*
13. **[Domain Dynamics: Evaluating Large Language Models in English-Hindi Translation ↗](https://aclanthology.org/2024.wmt-1.27/)**Soham Bhattacharjee, Baban Gain, Asif Ekbal*5 citations*
14. **[Findings of WMT 2024 Shared Task on Low-Resource Indic Languages Translation](https://md.research.elamur.ai/free/en/papers/pakray-2024-findings-wmt-2024-shared-task/)**Partha Pakray, Santanu Pal, Advaitha Vetagiri et al.*5 citations · our summary*
15. **[Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation ↗](https://aclanthology.org/2024.wmt-1.58/)**Longyue Wang, Siyou Liu, Chenyang Lyu et al.*4 citations*
16. **[MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages ↗](https://aclanthology.org/2024.wmt-1.65/)**Abhinav P M, Ketaki Shetye, Parameswari Krishnamurthy*4 citations*
17. **[Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak ↗](https://aclanthology.org/2024.wmt-1.48/)**Mukhammadsaid Mamasaidov, Abror Shopulatov*4 citations*
18. **[Pitfalls and Outlooks in Using COMET ↗](https://aclanthology.org/2024.wmt-1.121/)**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 ↗](https://aclanthology.org/2024.wmt-1.128/)**Vivek Iyer, Bhavitvya Malik, Pavel Stepachev et al.*4 citations*
20. **[A Test Suite of Prompt Injection Attacks for LLM-based Machine Translation ↗](https://aclanthology.org/2024.wmt-1.30/)**Antonio Valerio Miceli Barone, Zhifan Sun*3 citations*
21. **[Chitranuvad: Adapting Multi-lingual LLMs for Multimodal Translation ↗](https://aclanthology.org/2024.wmt-1.80/)**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 ↗](https://aclanthology.org/2024.wmt-1.14/)**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 ↗](https://aclanthology.org/2024.wmt-1.76/)**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 ↗](https://aclanthology.org/2024.wmt-1.79/)**Pawan Rajpoot, Nagaraj Bhat, Ashish Shrivastava*3 citations*
25. **[NLIP-Lab-IITH Multilingual MT System for WAT24 MT Shared Task ↗](https://aclanthology.org/2024.wmt-1.74/)**Maharaj Brahma, Pramit Sahoo, Maunendra Sankar Desarkar*3 citations*

[See all 133 papers in WMT 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/wmt/2024/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 Yet](https://md.research.elamur.ai/free/en/papers/kocmi-2024-findings-wmt24-general-machine-translation/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.*2024 · 177 citations*
2. **[MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/juraska-2024-metricx-24-google-submission-wmt/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Juraj Juraska, Daniel Deutsch, Mara Finkelstein, et al.*2024 · 118 citations*
3. **[Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/freitag-2024-are-llms-breaking-mt-metrics/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Markus Freitag, Nitika Mathur, Daniel Deutsch, et al.*2024 · 106 citations*
4. **[Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation](https://md.research.elamur.ai/free/en/papers/kocmi-2024-error-span-annotation-balanced-approach/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/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 Texts](https://md.research.elamur.ai/free/en/papers/briakou-2024-translating-step-step-decomposing-translation/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Eleftheria Briakou, Jiaming Luo, Colin Cherry, et al.*2024 · 46 citations*
6. **[Findings of WMT 2024 Shared Task on Low-Resource Indic Languages Translation](https://md.research.elamur.ai/free/en/papers/pakray-2024-findings-wmt-2024-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/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)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks (4)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/)

## 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.

[🧑‍🔬**Markus Freitag**4 works here · 447 citations](https://md.research.elamur.ai/free/en/authors/markus-freitag/) · [🧑‍🔬**Eleftherios Avramidis**3 works here · 366 citations](https://md.research.elamur.ai/free/en/authors/eleftherios-avramidis/) · [🧑‍🔬**Tom Kocmi**3 works here · 366 citations](https://md.research.elamur.ai/free/en/authors/tom-kocmi/) · [🧑‍🔬**Marzena Karpinska**2 works here · 260 citations](https://md.research.elamur.ai/free/en/authors/marzena-karpinska/) · [🧑‍🔬**Roman Grundkiewicz**2 works here · 260 citations](https://md.research.elamur.ai/free/en/authors/roman-grundkiewicz/) · [🧑‍🔬**Daniel Deutsch**2 works here · 224 citations](https://md.research.elamur.ai/free/en/authors/daniel-deutsch/) · [🧑‍🔬**Anton Dvorkovich**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/anton-dvorkovich/) · [🧑‍🔬**Barry Haddow**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/barry-haddow/) · [🧑‍🔬**Christian Federmann**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/christian-federmann/) · [🧑‍🔬**Mark Fishel**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/mark-fishel/) · [🧑‍🔬**Ondřej Bojar**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/ondrej-bojar/) · [🧑‍🔬**Rachel Bawden**1 work here · 177 citations](https://md.research.elamur.ai/free/en/authors/rachel-bawden/)

## Top institutions

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

[🏢**Microsoft** Redmond · United States 2 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Google** Mountain View · United States 2 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🔬**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/) · [🎓**ETH Zurich** Zurich · Switzerland 2 works here](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🎓**Dublin City University** Dublin · Ireland 2 works here](https://md.research.elamur.ai/free/en/universities/dublin-city-university/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 1 work here](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**National Institute Of Technology Silchar** Silchar · India 1 work here](https://md.research.elamur.ai/free/en/universities/national-institute-of-technology-silchar/) · [🎓**Tilburg University** Tilburg · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/tilburg-university/) · [🎓**Charles University** Prague · Czechia 1 work here](https://md.research.elamur.ai/free/en/universities/charles-university/)

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

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