WMT 2025: all accepted papers
- Meaningful Pose-Based Sign Language Evaluation ↗Zifan Jiang, Colin Leong, Amit Moryossef et al.4 citations
- Filling the Gap for Uzbek: Creating Translation Resources for Southern Uzbek ↗Mukhammadsaid Mamasaidov, Azizullah Aral, Abror Shopulatov et al.3 citations
- Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs ↗Kirill Semenov, Xu Huang, Vilém Zouhar et al.3 citations
- Evaluation of QWEN-3 for English to Ukrainian Translation ↗Cristian Grozea, Oleg Verbitsky2 citations
- Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test SetsTom Kocmi, Ekaterina Artemova, Eleftherios Avramidis et al.2 citations · our summary
- Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help ↗Alon Lavie, Greg Hanneman, Sweta Agrawal et al.2 citations
- JU-NLP: Improving Low-Resource Indic Translation System with Efficient LoRA-Based Adaptation ↗Priyobroto Acharya, Haranath Mondal, Dipanjan Saha et al.2 citations
- Self-Retrieval from Distant Contexts for Document-Level Machine Translation ↗Ziqian Peng, Rachel Bawden, François Yvon2 citations
- Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification ↗Samuel Bell, Eduardo Sánchez, David Dale et al.2 citations
- AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation ↗Atli Jasonarson, Steinthor Steingrimsson1 citation
- AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation ↗Shoki Hamada, Tomoyosi Akiba, Hajime Tsukada1 citation
- An Empirical Analysis of Machine Translation for Expanding Multilingual Benchmarks ↗Sara Rajaee, Rochelle Choenni, Ekaterina Shutova et al.1 citation
- Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization ↗Kaden Uhlig, Joern Wuebker, Raphael Reinauer et al.1 citation
- DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment ↗Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes et al.1 citation
- DocHPLT: A Massively Multilingual Document-Level Translation Dataset ↗Dayyán O'Brien, Bhavitvya Malik, Ona de Gibert et al.1 citation
- Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set ↗Senyu Li, Felermino Dario Mario Ali, Jiayi Wang et al.1 citation
- Feeding Two Birds or Favoring One? Adequacy–Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation ↗Behzad Shayegh, Jan-Thorsten Peter, David Vilar et al.1 citation
- Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation ↗Marco Gaido, Roman Grundkiewicz, Thamme Gowda et al.1 citation
- Improved Norwegian Bokmål Translations for FLORES ↗Petter Mæhlum, Anders Næss Evensen, Yves Scherrer1 citation
- Improving Low-Resource Japanese Translation with Fine-Tuning and Backtranslation for the WMT 25 General Translation Task ↗Felipe Fujita, Hideyuki Takada1 citation
- Long-context Reference-based MT Quality Estimation ↗Sami Ul Haq, Chinonso Cynthia Osuji, Thiago Castro Ferreira et al.1 citation
- OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages ↗Raphael Merx, Hanna Suominen, Trevor Cohn et al.1 citation
- RoCS-MT v2 at WMT 2025: Robust Challenge Set for Machine Translation ↗Rachel Bawden, Benoît Sagot1 citation
- SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision ↗Yasser Hamidullah, Shakib Yazdani, Cennet Oguz et al.1 citation
- TASER: Translation Assessment via Systematic Evaluation and Reasoning ↗Monishwaran Maheswaran, Marco Carini, Christian Federmann et al.1 citation
- The Kyrgyz Seed Dataset Submission to the WMT25 Open Language Data Initiative Shared Task ↗Murat Jumashev, Alina Tillabaeva, Aida Kasieva et al.1 citation
- A Cross-Lingual Perspective on Neural Machine Translation Difficulty ↗Esther Ploeger, Johannes Bjerva, Jörg Tiedemann et al.
- A French Version of the OLDI Seed Corpus ↗Malik Marmonier, Benoît Sagot, Rachel Bawden
- A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025 ↗Adam Dobrowolski, Paweł Przewłocki, Paweł Przybysz et al.
- ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages ↗Sivabhavani J, Daneshwari Kankanwadi, Abhinav Mishra et al.
- An Attention-Based Neural Translation System for English to Bodo ↗Subhash Wary, Birhang Borgoyary, Akher Ahmed et al.
- Audio-Based Crowd-Sourced Evaluation of Machine Translation Quality ↗Sami Haq, Sheila Castilho, Yvette Graham
- Automated Evaluation for Terminology Translation Related to the EEA Agreement ↗Selma Dis Hauksdottir, Steinthor Steingrimsson
- BVSLP: Machine Translation Using Linguistic Embellishments for IndicMT Shared Task 2025 ↗Nisheeth Joshi, Palak Arora, Anju Krishnia et al.
- Bringing Ladin to FLORES+ ↗Samuel Frontull, Thomas Ströhle, Carlo Zoli et al.
- COMET-poly: Machine Translation Metric Grounded in Other Candidates ↗Maike Züfle, Vilém Zouhar, Tu Anh Dinh et al.
- CUNI and Phrase at WMT25 MT Evaluation Task ↗Miroslav Hrabal, Ondrej Glembek, Aleš Tamchyna et al.
- CUNI at WMT25 General Translation Task ↗Miroslav Hrabal, Josef Jon, Martin Popel et al.
- Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation ↗Ayuna Nagato, Takuya Matsuzaki
- Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering ↗Tom Kocmi, Arkady Arkhangorodsky, Alexandre Berard et al.
- Correcting the Tamazight Portions of FLORES+ and OLDI Seed Datasets ↗Alp Oktem, Mohamed Aymane Farhi, Brahim Essaidi et al.
- DELAB-IIITM WMT25: Enhancing Low-Resource Machine Translation for Manipuri and Assamese ↗Dingku Singh Oinam, Navanath Saharia
- DLUT and GTCOM's Large Language Model Based Translation System for WMT25 ↗Hao Zong, Chao Bei, Wentao Chen et al.
- DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task ↗Ontiwell Khongthaw, G.L. John Salvin, Shrikant Tryambak Budde et al.
- EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing ↗Jacqueline Rowe, Ona De Gibert, Mateusz Klimaszewski et al.
- Evaluation of LLM for English to Hindi Legal Domain Machine Translation Systems ↗Kshetrimayum Boynao Singh, Deepak Kumar, Asif Ekbal
- Expanding the WMT24++ Benchmark with Rumantsch Grischun, Sursilvan, Sutsilvan, Surmiran, Puter, and Vallader ↗Jannis Vamvas, Ignacio Pérez Prat, Not Soliva et al.
- Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain ↗Jonathan Mutal, Raphael Rubino, Pierrette Bouillon
- Findings of WMT 2025 Shared Task on Low-resource Indic Languages Translation ↗Partha Pakray, Reddi Krishna, Santanu Pal et al.
- Findings of the First Shared Task for Creole Language Machine Translation at WMT25 ↗Nathaniel Robinson, Claire Bizon Monroc, Rasul Dent et al.
- Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA ↗Shu Okabe, Daryna Dementieva, Marion Di Marco et al.
- Findings of the WMT 2025 Shared Task of the Open Language Data Initiative ↗David Dale, Laurie Burchell, Jean Maillard et al.
- Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation ↗Tom Kocmi, Sweta Agrawal, Ekaterina Artemova et al.
- Fine-Grained Evaluation of English-Russian MT in 2025: Linguistic Challenges Mirroring Human Translator Training ↗Shushen Manakhimova, Maria Kunilovskaya, Ekaterina Lapshinova-Koltunski et al.
- Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task ↗Lichao Zhu, Maria Zimina-Poirot, Cristian Valdez et al.
- From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task ↗Javier Garcia Gilabert, Xixian Liao, Severino Da Dalt et al.
- GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics ↗George Filandrianos, Orfeas Menis Mastromichalakis, Wafaa Mohammed et al.
- GEMBA V2: Ten Judgments Are Better Than One ↗Marcin Junczys-Dowmunt
- GENDER1PERSON: Test Suite for Estimating Gender Bias of First-person Singular Forms ↗Maja Popović, Ekaterina Lapshinova-Koltunski
- GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation ↗Jiafeng Xiong, Yuting Zhao
- Google Translate's Research Submission to WMT2025 ↗Mara Finkelstein, Geza Kovacs, Isaac Caswell et al.
- HW-TSC's Submissions to the WMT 2025 Segment-level Quality Score Prediction Task ↗Yuanchang Luo, Jiaxin Guo, Daimeng Wei et al.
- IRB-MT at WMT25 Terminology Translation Task: Metric-guided Multi-agent Approach ↗Ivan Grubišić, Damir Korencic
- IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM ↗Ivan Grubišić, Damir Korencic
- Implementing and Evaluating Multi-source Retrieval-Augmented Translation ↗Tommi Nieminen, Jörg Tiedemann, Sami Virpioja
- In2X at WMT25 Translation Task ↗Lei Pang, Hanyi Mao, Quanjia Xiao et al.
- Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization ↗Kshetrimayum Boynao Singh, Deepak Kumar, Asif Ekbal
- Iterative Layer Pruning for Efficient Translation Inference ↗Yasmin Moslem, Muhammad Hazim Al Farouq, John Kelleher
- JGU Mainz's Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA ↗Hossain Shaikh Saadi, Minh Duc Bui, Mario Sanz-Guerrero et al.
- KIKIS at WMT 2025 General Translation Task ↗Koichi Iwakawa, Keito Kudo, Subaru Kimura et al.
- Laniqo at WMT25 General Translation Task: Self-Improved and Retrieval-Augmented Translation ↗Kamil Guttmann, Zofia Rostek, Adrian Charkiewicz et al.
- Laniqo at WMT25 Terminology Translation Task: A Multi-Objective Reranking Strategy for Terminology-Aware Translation via Pareto-Optimal Decoding ↗Kamil Guttmann, Adrian Charkiewicz, Zofia Rostek et al.
- MSLC25: Metric Performance on Low-Quality Machine Translation, Empty Strings, and Language Variants ↗Rebecca Knowles, Samuel Larkin, Chi-Kiu Lo
- Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding ↗Hao Wang, Linlong Xu, Heng Liu et al.
- MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task ↗Juraj Juraska, Tobias Domhan, Mara Finkelstein et al.
- Midheind at WMT25 General Machine Translation Task ↗Svanhvít Lilja Ingólfsdóttir, Haukur Jónsson, Kári Steinn Adhalsteinsson et al.
- NRC Systems for the WMT2025-LRSL Shared Task ↗Samuel Larkin, Chi-Kiu Lo, Rebecca Knowles
- NTTSU at WMT2025 General Translation Task ↗Zhang Yin, Hiroyuki Deguchi, Haruto Azami et al.
- Nvidia-Nemo's WMT 2025 Metrics Shared Task Submission ↗Brian Yan, Shuoyang Ding, Kuang-Da Wang et al.
- RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages ↗Barathi Ganesh Hb, Michal Ptaszynski
- RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task ↗Sujal Maharjan, Astha Shrestha
- SH at WMT25 General Machine Translation Task ↗Hayate Shiroma
- SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages ↗Isaac Caswell, Elizabeth Nielsen, Jiaming Luo et al.
- SYSTRAN @ WMT 2025 General Translation Task ↗Dakun Zhang, Yara Khater, Ramzi Rahli et al.
- Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task ↗Mao Zheng, Zheng Li, Yang Du et al.
- Specification-Aware Machine Translation and Evaluation for Purpose Alignment ↗Yoko Kayano, Saku Sugawara
- Submission for WMT25 Task 3 ↗Govardhan Padmanabhan
- Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo ↗Deepak Kumar, Kshetrimayum Boynao Singh, Asif Ekbal
- Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs ↗Taemin Yeom, Yonghyun Ryu, Yoonjung Choi et al.
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