---
title: "WMT 2024 — all accepted papers with summaries and citations"
description: "All 133 papers of WMT 2024 · page 1 of 2, the most cited first; those with our summary link to it."
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# WMT 2024: all accepted papers

133 papers · page 1 of 2 · the most cited first · [← WMT 2024](https://md.research.elamur.ai/free/en/venues/wmt/2024/)

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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*
26. **[Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding Are Both the Problem ↗](https://aclanthology.org/2024.wmt-1.125/)**Sara Court, Micha Elsner*3 citations*
27. **[Context-aware and Style-related Incremental Decoding Framework for Discourse-Level Literary Translation ↗](https://aclanthology.org/2024.wmt-1.97/)**Yuanchang Luo, Jiaxin Guo, Daimeng Wei et al.*2 citations*
28. **[Findings of WMT 2024's MultiIndic22MT Shared Task for Machine Translation of 22 Indian Languages ↗](https://aclanthology.org/2024.wmt-1.55/)**Raj Dabre, Anoop Kunchukuttan*2 citations*
29. **[Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy ↗](https://aclanthology.org/2024.wmt-1.118/)**Brian Thompson, Nitika Mathur, Daniel Deutsch et al.*2 citations*
30. **[Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis ↗](https://aclanthology.org/2024.wmt-1.127/)**Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe et al.*2 citations*
31. **[MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration ↗](https://aclanthology.org/2024.wmt-1.32/)**David Anugraha, Garry Kuwanto, Lucky Susanto et al.*2 citations*
32. **[Neural Methods for Aligning Large-Scale Parallel Corpora from the Web for South and East Asian Languages ↗](https://aclanthology.org/2024.wmt-1.132/)**Philipp Koehn*2 citations*
33. **[Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task ↗](https://aclanthology.org/2024.wmt-1.12/)**Ricardo Rei, Jose Pombal, Nuno M. Guerreiro et al.*2 citations*
34. **[chrF-S: Semantics Is All You Need ↗](https://aclanthology.org/2024.wmt-1.33/)**Ananya Mukherjee, Manish Shrivastava*2 citations*
35. **[A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content ↗](https://aclanthology.org/2024.wmt-1.113/)**Shenbin Qian, Constantin Orasan, Diptesh Kanojia et al.*1 citation*
36. **[Assessing the Role of Imagery in Multimodal Machine Translation ↗](https://aclanthology.org/2024.wmt-1.130/)**Nicholas Kashani Motlagh, Jim Davis, Jeremy Gwinnup et al.*1 citation*
37. **[Choose the Final Translation from NMT and LLM Hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task ↗](https://aclanthology.org/2024.wmt-1.9/)**Zhanglin Wu, Daimeng Wei, Zongyao Li et al.*1 citation*
38. **[Context-Aware LLM Translation System Using Conversation Summarization and Dialogue History ↗](https://aclanthology.org/2024.wmt-1.102/)**Mingi Sung, Seungmin Lee, Jiwon Kim et al.*1 citation*
39. **[Correcting FLORES Evaluation Dataset for Four African Languages ↗](https://aclanthology.org/2024.wmt-1.44/)**Idris Abdulmumin, Sthembiso Mkhwanazi, Mahlatse Mbooi et al.*1 citation*
40. **[Cultural Adaptation of Menus: A Fine-Grained Approach ↗](https://aclanthology.org/2024.wmt-1.120/)**Zhonghe Zhang, Xiaoyu He, Vivek Iyer et al.*1 citation*
41. **[DCU ADAPT at WMT24: English to Low-resource Multi-Modal Translation Task ↗](https://aclanthology.org/2024.wmt-1.75/)**Sami Haq, Rudali Huidrom, Sheila Castilho*1 citation*
42. **[Efficient Technical Term Translation: A Knowledge Distillation Approach for Parenthetical Terminology Translation ↗](https://aclanthology.org/2024.wmt-1.129/)**Jiyoon Myung, Jihyeon Park, Jungki Son et al.*1 citation*
43. **[Enhancing Translation Quality: A Comparative Study of Fine-Tuning and Prompt Engineering in Dialog-Oriented Machine Translation Systems. Insights from the MULTITAN-GML Team ↗](https://aclanthology.org/2024.wmt-1.103/)**Lichao Zhu, Maria Zimina, Behnoosh Namdarzadeh et al.*1 citation*
44. **[Enhancing Tuvan Language Resources through the FLORES Dataset ↗](https://aclanthology.org/2024.wmt-1.46/)**Ali Kuzhuget, Airana Mongush, Nachyn-Enkhedorzhu Oorzhak*1 citation*
45. **[Evaluation and Large-scale Training for Contextual Machine Translation ↗](https://aclanthology.org/2024.wmt-1.112/)**Matt Post, Marcin Junczys-Dowmunt*1 citation*
46. **[Exploring the Traditional NMT Model and Large Language Model for Chat Translation ↗](https://aclanthology.org/2024.wmt-1.105/)**Jinlong Yang, Hengchao Shang, Daimeng Wei et al.*1 citation*
47. **[FLORES+ Translation and Machine Translation Evaluation for the Erzya Language ↗](https://aclanthology.org/2024.wmt-1.49/)**Isai Gordeev, Sergey Kuldin, David Dale*1 citation*
48. **[Findings of the WMT 2024 Shared Task Translation into Low-Resource Languages of Spain: Blending Rule-Based and Neural Systems ↗](https://aclanthology.org/2024.wmt-1.57/)**Felipe Sánchez-Martínez, Juan Antonio Perez-Ortiz, Aaron Galiano Jimenez et al.*1 citation*
49. **[Findings of the WMT 2024 Shared Task of the Open Language Data Initiative ↗](https://aclanthology.org/2024.wmt-1.4/)**Laurie Burchell, Jean Maillard, Antonios Anastasopoulos et al.*1 citation*
50. **[Hybrid Distillation from RBMT and NMT: Helsinki-NLP's Submission to the Shared Task on Translation into Low-Resource Languages of Spain ↗](https://aclanthology.org/2024.wmt-1.88/)**Ona De Gibert, Mikko Aulamo, Yves Scherrer et al.*1 citation*
51. **[Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models ↗](https://aclanthology.org/2024.wmt-1.100/)**Jose Pombal, Sweta Agrawal, André Martins*1 citation*
52. **[Machine Translation Evaluation Benchmark for Wu Chinese: Workflow and Analysis ↗](https://aclanthology.org/2024.wmt-1.47/)**Hongjian Yu, Yiming Shi, Zherui Zhou et al.*1 citation*
53. **[Machine Translation Metrics Are Better in Evaluating Linguistic Errors on LLMs than on Encoder-Decoder Systems ↗](https://aclanthology.org/2024.wmt-1.37/)**Eleftherios Avramidis, Shushen Manakhimova, Vivien Macketanz et al.*1 citation*
54. **[Mitigating Metric Bias in Minimum Bayes Risk Decoding ↗](https://aclanthology.org/2024.wmt-1.109/)**Geza Kovacs, Daniel Deutsch, Markus Freitag*1 citation*
55. **[Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain ↗](https://aclanthology.org/2024.wmt-1.93/)**Yuanchang Luo, Zhanglin Wu, Daimeng Wei et al.*1 citation*
56. **[On Instruction-Finetuning Neural Machine Translation Models ↗](https://aclanthology.org/2024.wmt-1.114/)**Vikas Raunak, Roman Grundkiewicz, Marcin Junczys-Dowmunt*1 citation*
57. **[Reducing Redundancy in Japanese-to-English Translation: A Multi-Pipeline Approach for Translating Repeated Elements in Japanese ↗](https://aclanthology.org/2024.wmt-1.107/)**Qiao Wang, Yixuan Huang, Zheng Yuan*1 citation*
58. **[SPRING Lab IITM's Submission to Low Resource Indic Language Translation Shared Task ↗](https://aclanthology.org/2024.wmt-1.68/)**Hamees Sayed, Advait Joglekar, Srinivasan Umesh*1 citation*
59. **[Speech Is More than Words: Do Speech-to-Text Translation Systems Leverage Prosody? ↗](https://aclanthology.org/2024.wmt-1.119/)**Ioannis Tsiamas, Matthias Sperber, Andrew Finch et al.*1 citation*
60. **[System Description of BV-SLP for Sindhi-English Machine Translation in MultiIndic22MT 2024 Shared Task ↗](https://aclanthology.org/2024.wmt-1.72/)**Nisheeth Joshi, Pragya Katyayan, Palak Arora et al.*1 citation*
61. **[The SETU-ADAPT Submissions to WMT 2024 Chat Translation Tasks ↗](https://aclanthology.org/2024.wmt-1.104/)**Maria Zafar, Antonio Castaldo, Prashanth Nayak et al.*1 citation*
62. **[Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora ↗](https://aclanthology.org/2024.wmt-1.90/)**Aleix Sant, Daniel Bardanca, José Ramom Pichel Campos et al.*1 citation*
63. **[WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language ↗](https://aclanthology.org/2024.wmt-1.73/)**Ningthoujam Justwant Singh, Kshetrimayum Boynao Singh, Ningthoujam Avichandra Singh et al.*1 citation*
64. **[Yes-MT's Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024 ↗](https://aclanthology.org/2024.wmt-1.71/)**Yash Bhaskar, Parameswari Krishnamurthy*1 citation*
65. **[A High-quality Seed Dataset for Italian Machine Translation ↗](https://aclanthology.org/2024.wmt-1.43/)**Edoardo Ferrante
66. **[A3-108 Controlling Token Generation in Low Resource Machine Translation Systems ↗](https://aclanthology.org/2024.wmt-1.61/)**Saumitra Yadav, Ananya Mukherjee, Manish Shrivastava
67. **[AIST AIRC Systems for the WMT 2024 Shared Tasks ↗](https://aclanthology.org/2024.wmt-1.22/)**Matiss Rikters, Makoto Miwa
68. **[Arewa NLP's Participation at WMT24 ↗](https://aclanthology.org/2024.wmt-1.78/)**Mahmoud Ahmad, Auwal Khalid, Lukman Aliyu et al.
69. **[Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods ↗](https://aclanthology.org/2024.wmt-1.87/)**Menan Velayuthan, Dilith Jayakody, Nisansa De Silva et al.
70. **[Benchmarking Visually-Situated Translation of Text in Natural Images ↗](https://aclanthology.org/2024.wmt-1.115/)**Elizabeth Salesky, Philipp Koehn, Matt Post
71. **[Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning ↗](https://aclanthology.org/2024.wmt-1.81/)**Siddharth Betala, Ishan Chokshi
72. **[CUNI at WMT24 General Translation Task: LLMs, (Q)LoRA, CPO and Model Merging ↗](https://aclanthology.org/2024.wmt-1.16/)**Miroslav Hrabal, Josef Jon, Martin Popel et al.
73. **[CloudSheep System for WMT24 Discourse-Level Literary Translation ↗](https://aclanthology.org/2024.wmt-1.95/)**Lisa Liu, Ryan Liu, Angela Tsai et al.
74. **[CoST of breaking the LLMs ↗](https://aclanthology.org/2024.wmt-1.24/)**Ananya Mukherjee, Saumitra Yadav, Manish Shrivastava
75. **[Cogs in a Machine, Doing What They're Meant to Do – the AMI Submission to the WMT24 General Translation Task ↗](https://aclanthology.org/2024.wmt-1.18/)**Atli Jasonarson, Hinrik Hafsteinsson, Bjarki Ármannsson et al.
76. **[CycleGN: A Cycle Consistent Approach for Neural Machine Translation ↗](https://aclanthology.org/2024.wmt-1.10/)**Sören Dreano, Derek Molloy, Noel Murphy
77. **[DLUT and GTCOM's Neural Machine Translation Systems for WMT24 ↗](https://aclanthology.org/2024.wmt-1.15/)**Hao Zong, Chao Bei, Huan Liu et al.
78. **[DLUT-NLP Machine Translation Systems for WMT24 Low-Resource Indic Language Translation ↗](https://aclanthology.org/2024.wmt-1.63/)**Chenfei Ju, Junpeng Liu, Kaiyu Huang et al.
79. **[Enhaced Apertium System: Translation into Low-Resource Languages of Spain Spanish–Asturian ↗](https://aclanthology.org/2024.wmt-1.84/)**Sofía García
80. **[Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set) ↗](https://aclanthology.org/2024.wmt-1.36/)**Jiayi Wang, David Ifeoluwa Adelani, Pontus Stenetorp
81. **[Expanding FLORES+ Benchmark for More Low-Resource Settings: Portuguese-Emakhuwa Machine Translation Evaluation ↗](https://aclanthology.org/2024.wmt-1.45/)**Felermino Dario Mario Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
82. **[Expanding the FLORES+ Multilingual Benchmark with Translations for Aragonese, Aranese, Asturian, and Valencian ↗](https://aclanthology.org/2024.wmt-1.41/)**Juan Antonio Perez-Ortiz, Felipe Sánchez-Martínez, Víctor M. Sánchez-Cartagena et al.
83. **[Exploration of the CycleGN Framework for Low-Resource Languages ↗](https://aclanthology.org/2024.wmt-1.66/)**Sören Dreano, Derek Molloy, Noel Murphy
84. **[Final Submission of SJTULoveFiction to Literary Task ↗](https://aclanthology.org/2024.wmt-1.96/)**Haoxiang Sun, Tianxiang Hu, Ruize Gao et al.
85. **[Findings of WMT2024 English-to-Low Resource Multimodal Translation Task ↗](https://aclanthology.org/2024.wmt-1.56/)**Shantipriya Parida, Ondřej Bojar, Idris Abdulmumin et al.
86. **[Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level ↗](https://aclanthology.org/2024.wmt-1.6/)**Mariana Neves, Cristian Grozea, Philippe Thomas et al.
87. **[Findings of the WMT 2024 Shared Task on Non-Repetitive Translation ↗](https://aclanthology.org/2024.wmt-1.60/)**Kazutaka Kinugawa, Hideya Mino, Isao Goto et al.
88. **[Graph Representations for Machine Translation in Dialogue Settings ↗](https://aclanthology.org/2024.wmt-1.106/)**Lea Krause, Selene Baez Santamaria, Jan-Christoph Kalo
89. **[HW-TSC 2024 Submission for the Quality Estimation Shared Task ↗](https://aclanthology.org/2024.wmt-1.39/)**Weiqiao Shan, Ming Zhu, Yuang Li et al.
90. **[HW-TSC's Participation in the WMT 2024 QEAPE Task ↗](https://aclanthology.org/2024.wmt-1.40/)**Jiawei Yu, Xiaofeng Zhao, Min Zhang et al.
91. **[How Effective Are State Space Models for Machine Translation? ↗](https://aclanthology.org/2024.wmt-1.111/)**Hugo Pitorro, Pavlo Vasylenko, Marcos Treviso et al.
92. **[How Grammatical Features Impact Machine Translation: A New Test Suite for Chinese-English MT Evaluation ↗](https://aclanthology.org/2024.wmt-1.117/)**Huacheng Song, Yi Li, Yiwen Wu et al.
93. **[IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation ↗](https://aclanthology.org/2024.wmt-1.19/)**Baohao Liao, Christian Herold, Shahram Khadivi et al.
94. **[IOL Research Machine Translation Systems for WMT24 General Machine Translation Shared Task ↗](https://aclanthology.org/2024.wmt-1.8/)**Wenbo Zhang
95. **[Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data ↗](https://aclanthology.org/2024.wmt-1.126/)**Mara Finkelstein, David Vilar, Markus Freitag
96. **[Investigating the Linguistic Performance of Large Language Models in Machine Translation ↗](https://aclanthology.org/2024.wmt-1.28/)**Shushen Manakhimova, Vivien Macketanz, Eleftherios Avramidis et al.
97. **[IsoChronoMeter: A Simple and Effective Isochronic Translation Evaluation Metric ↗](https://aclanthology.org/2024.wmt-1.29/)**Nikolai Rozanov, Vikentiy Pankov, Dmitrii Mukhutdinov et al.
98. **[Killing Two Flies with One Stone: An Attempt to Break LLMs Using English-Icelandic Idioms and Proper Names ↗](https://aclanthology.org/2024.wmt-1.31/)**Bjarki Ármannsson, Hinrik Hafsteinsson, Atli Jasonarson et al.
99. **[LinChance-NTU for Unconstrained WMT2024 Literary Translation ↗](https://aclanthology.org/2024.wmt-1.99/)**Kechen Li, Yaotian Tao, Hongyi Huang et al.
100. **[MSLC24 Submissions to the General Machine Translation Task ↗](https://aclanthology.org/2024.wmt-1.7/)**Samuel Larkin, Chi-Kiu Lo, Rebecca Knowles

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