EMNLP 2026

ELEVENTH CONFERENCE ON
MACHINE TRANSLATION (WMT26)

28-29 October, 2026
Budapest, Hungary
HOME •︎ PROGRAM •︎ PAPERS •︎ AUTHORS

TRANSLATION TASKS: GENERAL MT •︎ INDIC MT •︎ ARABIC-ASIAN MT •︎ CHINESE-SOUTHEAST ASIAN MT •︎ TERMINOLOGY •︎ MODEL COMPRESSION •︎ CREOLE MT •︎ VIDEO SUBTITLE TRANSLATION
EVALUATION TASKS: MT TEST SUITES •︎︎ AUTOMATED MT EVALUATION
OTHER TASKS: OPEN DATA •︎ MULTILINGUAL INSTRUCTION •︎ LIMITED RESOURCES LLM
Full proceedings book (pdf) •︎ Full BibTeX •︎ Front Matter (pdf)

Research Papers pages
pdf bib Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study. Ahmed Amine Aliane, Nasredine Semmar and Hassina Aliane [software] pp. 1‑13
pdf bib TACTICS: Taxonomy-Aware Intelligent Corpus Sampling for Machine Translation Prasanth Bathala, Anubhav Shrimal, Sukhdeep Singh Kharbhanda, Pradyumna Lanka and Rohit Dhaipule [software] pp. 14‑32
pdf bib Synthetic Slang Generation for Benchmarking Machine Translation Eric R. Bennett pp. 33‑46
pdf bib The Constitution Speaks Nheengatu: An Open MT System and Reproducible Corpus Pipeline for the Amazonian Língua Geral Fabrício Carraro, Rodolfo Joel Zevallos, Rodrigo Gonçalves de Souza, Caio Henrique Faustino da Silva and John E. Ortega pp. 47‑63
pdf bib ChakmaNMT: Machine Translation for a Low-Resource and Endangered Language via Transliteration Aunabil Chakma, Aditya Chakma, Masum Hasan, Soham Khisa, Chumui Tripura and Rifat Shahriyar pp. 64‑81
pdf bib TermJudge: A Document-Level Metric Judging, Not Counting, Terminology in Machine Translation Evaluation Nicolas Dahan, François Yvon and Rachel Bawden pp. 82‑122
pdf bib BaatCheet: A Multilingual Corpus for Dialogue Translation in Indian Languages Priyanka Dasari, Yuvrajsinh D. Bodana, Vandan Vasantlal Mujadia, Arafat Ahsan, Dipti Misra Sharma and Parameswari Krishnamurthy pp. 123‑152
pdf bib StalePO: Anchored Token-Level Preference Optimization using Legacy Post-Edits in Machine Translation Rohit Dhaipule, Sukhdeep Singh Kharbanda, Prasanth Bathala, Pradyumna Lanka and Anubhav Shrimal pp. 153‑163
pdf bib Balancing Global Quality and Pronoun-Specific Feedback for Context-Aware Machine Translation Harshit Dhankhar, Baban Gain, Asif Ekbal and Yogesh Mani Tripathi pp. 164‑174
pdf bib Compact Models for Machine Translation in the Bioinformatics Domain: Synthetic Data, Domain Adaptation, and Expert Evaluation Jurgi Giraud and Andrew Gargett [software] pp. 175‑189
pdf bib ChainAlign: Cross-Lingual Sentence Alignment via Sparse Co-linear Chaining Owen Nicholas Goldner and Connor Casey Gramazio pp. 190‑205
pdf bib LocQE: Principled Domain Adaptation for Localisation Quality Estimation by Leveraging Post-Edits Kathy Haemmerl, Gabriel Bretschner and Joern Wuebker pp. 206‑226
pdf bib Low-resource machine translation using a general-purpose LLM informed by a dedicated NMT model and lexical resources: A case study on Ainu–Japanese translation Nagito Hara, Karol Nowakowski, Michal Ptaszynski, Lloyd Nicholas Overacker and Masahiro Toyoura pp. 227‑245
pdf bib SNAPP: Segment-Level Neural Alignment Post-Processing for Low-Resource Parallel Sentence Mining Niklas Hettich, Shu Okabe and Alexander Fraser pp. 246‑260
pdf bib Dynamic Lagging using Stable-Prefix Training for Simultaneous Translation Hieu Hoang, Amittai Axelrod and Matt Post pp. 261‑275
pdf bib Evaluating Pragmatic Appropriateness in English–Vietnamese Machine Translation with Dyadic Profiles Zheng-Yu Huang and Richard Tzong-Han Tsai pp. 276‑287
pdf bib Which Metric for Which Script? A Quantified Meta-Evaluation of Automatic Metrics and LLM Judges for Low-Resource Indic Machine Translation Rudali Huidrom, Vikas Kumar, Hoomexsun Pangsatabam, Pinaki Das, Kshetrimayum Boynao Singh and Anand Konjengbam pp. 288‑310
pdf bib Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes and Gerasimos Spanakis pp. 311‑324
pdf bib IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing over Indic Languages Diptesh Kanojia, Archchana Sindhujan, Sourabh Dattatray Deoghare, Daria Sokova, Shenbin Qian, Girish Koushik, Tharindu Ranasinghe, Constantin Orasan, Chrysoula Zerva, Ricardo Rei, Frederic Blain, André Martins, Marco Turchi, Matteo Negri, Anoop Kunchukuttan, Mitesh M. Khapra and Pushpak Bhattacharyya pp. 325‑351
pdf bib Text-Only vs. Image-Aware VLM Judges for Manga Translation Evaluation Subaru Kimura and Jun Suzuki [software] pp. 352‑374
pdf bib From Error Detection to Credit Assignment: Do xCOMET Error Spans Provide Useful Policy Credit for Chinese–Malay Translation? Zi Chen Koo [software] pp. 375‑386
pdf bib Translationese as a Rational Response to Translation Task Difficulty Maria Kunilovskaya pp. 387‑404
pdf bib RT-SFT: Text Style Transfer from Non-Parallel Corpora by Roundtrip Translation Ruoxi Liu and Philipp Koehn pp. 405‑418
pdf bib Multilingual Reasoning Cascades Need More Context Arnav Mazumder, Dengjia Zhang, Shuyue Stella Li, Yulia Tsvetkov and Niyati Bafna pp. 419‑468
pdf bib Lost in Mimicry: Verified Training-Free Post-Editing for LLM Translationese Dongwon Noh, Donghyeok Koh, Yeon-Soo Lim, Seohyeong Jeong, Yunsu Kim, Gyuwan Kim, SooJong Do, JinYeong Bak, Sugyeong Eo and Cheoneum Park pp. 469‑498
pdf bib MITRA-MT: Continued Pretraining, Parallel Corpus Mining, and Multi-Directional Machine Translation for Sanskrit, Tibetan, and Buddhist Chinese Sebastian Nehrdich and Kurt Keutzer pp. 499‑513
pdf bib Mitrasamgraha: A Comprehensive Classical Sanskrit Machine Translation Dataset Sebastian Nehrdich, David Allport, Jivnesh Sandhan, Manoj Balaji Jagadeeshan, Sujeet Kumar, Sven Sellmer, Pawan Goyal and Kurt Keutzer pp. 514‑526
pdf bib LAND: Learning an Adaptive Number of Draws for Bayesian Best-of-N Selection Koen Oostermeijer and Teryn Jones pp. 527‑536
pdf bib How many raters do we need to recognize a bad translation via perplexity? Antonín Otmar and Ondřej Bojar pp. 537‑547
pdf bib Comparing Machine and Human Simultaneous Interpreting Dongpeng PAN and Kilian G. Seeber pp. 548‑560
pdf bib An Analysis of Source-Side Diversity in Machine Translation Evaluation Esther Ploeger, Johannes Bjerva, Dong Nguyen and Robert Östling pp. 561‑580
pdf bib TransClean: A Benchmark for Detecting and Extracting Clean Translations from Large Language Model Outputs Shenbin Qian and Yves Scherrer pp. 581‑596
pdf bib Unlocking Reasoning Capability on Machine Translation in Large Language Models Sara Rajaee, Sebastian Vincent, Alexandre Berard, Marzieh Fadaee, Kelly Marchisio and Tom Kocmi pp. 597‑613
pdf bib DoDS-IITPKD: LoRA Fine-Tuning and LLM Post-Editing for Low-Resource Indic Machine Translation G.L. John Salvin, Amisha Ramesan, Abigairl Nyasha Chigwededza, Shrikant Tryambak Budde and Swapnil Hingmire pp. 614‑619
pdf bib Making COMET Comparable Across Scripts: Diagnosis and Correction of Tokeniser-Induced Script Bias in Indic MT Evaluation G.L. John Salvin and Swapnil Hingmire pp. 620‑637
pdf bib Fine-Tuning LLMs for Translation: General Forgetting Mitigation Does Not Preserve MT-Specific Instruction Following Niklas Scholz, David Thulke, Abdallah Nasir, Will Allred, Evgeny Matusov and Hermann Ney pp. 638‑660
pdf bib AQI: a composite human-calibrated metric for machine translation quality assessment Anastasiya Serdioukova and Denis Zhilko pp. 661‑679
pdf bib Mind Which Bird You Favour: Parameterizing Adequacy-Fluency Balance in Meta-Evaluation of Machine Translation Behzad Shayegh and Niloofar Kazemi pp. 680‑704
pdf bib In-Context Learning for Upper Sorbian to German Translation: Comparing Lexical and Morpho-Syntactic Information Qimin Sheng, Marion Di Marco and Alexander Fraser pp. 705‑717
pdf bib Retrieval-Augmented Terminology Translation for English-Russian: A Multi-Domain Study Maria Sukhareva and Ekaterina Enikeeva pp. 718‑733
pdf bib Obligatory Slots: Under Reference-Free Evaluation, Dropping a Distinction the Source Never Made Is Free Luxshan Thavarasa, Jubeerathan Thevakumar and Sivasuthan Sukumar pp. 734‑753
pdf bib AmanaMT: Translation Direction Predicts Automatic Metric Reliability Isaac Thompson pp. 754‑771
pdf bib ImgMT: Wikipedia-based Dataset For Evaluating Text-in-Image Translation Šárka Uramová, Petar Kirilov Petrov, Josef Jon, Ondřej Bojar and Michal Novák pp. 772‑788
pdf bib Doc2FRC: Length-Consistent Document-Level Machine Translation via Fixed-Range Chunking Xiaotian Wang, Youyuan Lin, Zhan Shen and Hitomi Yanaka pp. 789‑824
pdf bib Learning from Many Voices: Literary MT Using Multi-Reference Human and Synthetic Data Si Wu, John Wieting and David A. Smith pp. 825‑848
pdf bib Studying quantization trade-offs for efficient inference deployment in machine translation Jim Zhao, Sohir Maskey, Koen Oostermeijer, Douglas Orr and Teryn Jones pp. 849‑866
pdf bib Contrastive ESA: Human Evaluation of Multiple Translations at Once Vilem Zouhar, Roman Grundkiewicz, Sara Rajaee, Parker Riley, Rachel Bawden, Philipp Koehn, Marine Carpuat and Tom Kocmi pp. 867‑879
Shared Task Overview Papers
pdf bib Findings of the WMT26 General Machine Translation Shared Task: Contrastive Dynamic Human Evaluation at Scale Tom Kocmi, Ekaterina Artemova, Eleftherios Avramidis, Rachel Bawden, Ondřej Bojar, Sergey Dukanov, Anton Dvorkovich, Mark Fishel, Markus Freitag, Samuel Frontull, Thamme Gowda, Roman Grundkiewicz, Barry Haddow, Stan Kharevich, Philipp Koehn, Zheng Li, Jean Maillard, Christof Monz, Alexander Murauski, Kenton Murray, Masaaki Nagata, Stefano Perrella, Martin Popel, Maja Popović, Lorenzo Proietti, Sara Rajaee, Parker Riley, Mariya Shmatova, Steinþór Steingrímsson, Lisa Yankovskaya and Vilem Zouhar pp. 880‑930
pdf bib Findings of the WMT26 Shared Task on Automated Translation Quality Evaluation Systems: Compact Open Models are Competitive Quality Evaluators Alon Lavie, Greg Hanneman, Stefano Perrella, Shuoyang Ding, Eleftherios Avramidis, Lorenzo Proietti, Chi-kiu Lo, Ammon Shurtz, Chrysoula Zerva, Archchana Sindhujan, Vilem Zouhar, Diptesh Kanojia, Frederic Blain, Brian Thompson, Giorgos Filandrianos, Orfeas Menis Mastromichalakis, Tom Kocmi and Pranav Gupta pp. 931‑1030
pdf bib Findings of the WMT26 Multilingual Instruction Shared Task: Small Models Are Not Yet Polyglots Patricia Schmidtova, Ekaterina Artemova, Seth Aycock, Niyati Bafna, Shobhit Banga, Manmeet Kaur, Tom Kocmi, Philipp Koehn, Danni Liu, Nam Luu, Sara Papi, Beatrice Savoldi, Mariya Shmatova, Hanuman Sidh, Evfrosiniya Zerminova, Vilem Zouhar, Maike Züfle and Pinzhen Chen pp. 1031‑1052
pdf bib Findings of the WMT26 Terminology Translation Task: The Hard Part is Finding the Terms, Not Using Them Adrian Charkiewicz, Pinzhen Chen, Thierry Etchegoyhen, Harritxu Gete, Kamil Guttmann, Xu Huang, David Ponce, Artur Nowakowski, Frederic Odermatt, Arturo Oncevay, Dawei Zhu, Vilem Zouhar and Kirill Semenov pp. 1053‑1086
pdf bib Findings of the WMT 2026 Shared Task on Model Compression: No Free Lunch at Extreme Compression Thamme Gowda, Marco Gaido, Roman Grundkiewicz and Matteo Negri pp. 1087‑1097
pdf bib Findings of WMT 2026 shared task on Low-resource Indic Languages Translation Partha Pakray, Santanu Pal, Advaitha Vetagiri, Kshetrimayum Boynao Singh, Sandeep Kumar Dash, Arnab Kumar Maji, Saralin A. Lyngdoh, Lenin Laitonjam, Anupam Jamatia, Ajit Das, Sunita Warjri, Uzzal Sharma, Koj Sambyo and Riyanka Manna pp. 1098‑1123
pdf bib Findings of the WMT 2026 Shared Task on Low-Resource Arabic-Asian Language Translation Sahinur Rahman Laskar, Firoj Alam, Bishwaraj Paul, Irfan Ahmad, Maya Silvi Lydia and Pankaj Dadure pp. 1124‑1137
pdf bib Findings of the WMT26 Chinese–Southeast Asian Multilingual MT Shared Task Tianyu Dong, Ziyan Chen, Jingsong Liu and Shaolin Zhu pp. 1138‑1144
pdf bib Findings of the Second Shared Task for Creole Language Machine Translation, at WMT 2026 Nathaniel R. Robinson, Ruth-Ann Hazel Armstrong, Claire Bizon Monroc, Rasul Dent, Pranav Gupta, Raj Dabre, Andre Coy and Kenton Murray pp. 1145‑1165
pdf bib Findings of the WMT 2026 Shared Task of the Open Language Data Initiative Laurie Burchell, David Dale, Jean Maillard, Idris Abdulmumin, Antonios Anastasopoulos, Isaac Caswell and Philipp Koehn pp. 1166‑1175
pdf bib Findings of the WMT26 Video Subtitle Translation Shared Task: Context and Candidate Selection Matter Zheng Li and Mao Zheng pp. 1176‑1186
pdf bib Findings of the WMT 2026 Shared Task: Multitask LLMs with Limited Resources Shu Okabe, Marion Di Marco, Kathy Haemmerl, Daryna Dementieva, Lukas Edman, Marko Měškank, Anita Hendrichowa and Alexander Fraser pp. 1187‑1209
General Translation Task
pdf bib LiLa at WMT 2026 General MT Task: Exploring Beyond NMT and Learning the Limits of LLM Adaptation for Ligurian and Ladin Mirelle Candida Bueno, Lucas Domingues, Samuel Frontull, Jean Maillard and Sushil Garg pp. 1210‑1219
pdf bib SCIR-TG-MT’s Submission for the WMT 2026 General Machine Translation Task Xiayu Cao, Baohang Li, Zekun Yuan, Zekai Ye and Xiaocheng Feng pp. 1220‑1227
pdf bib GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT marta cozzini, Antoni Oliver, Gonzalo López-Sánchez, Mercè Vàzquez, Patricia Morales-Hurtado and Sergi Alvarez-Vidal pp. 1228‑1237
pdf bib Dubformer at WMT26 General MT: Translating the Video, Not the Transcript Sergey Dukanov, Maria Tsyurupa and Anton Dvorkovich pp. 1238‑1241
pdf bib Relay-MT: Multi-agent LLM Ensembling for Machine Translation – Samsung R&D Poland Submission for WMT2026 Adam Dobrowolski, Paweł Przybysz, Marcin Szymański, Paweł Przewłocki and Artur Janicki pp. 1242‑1254
pdf bib Grammatist at WMT 2026 General MT Task: An Agentic LLM Framework for Machine Translation with Explicit Linguistic Knowledge Samuel Frontull, Jean Maillard, Christopher R. Haberland, Ruth Videsott and Stefano Lusito pp. 1255‑1264
pdf bib HW-TSC’s Submission to the WMT 2026 General Machine Translation Track Yu He, Xiaoqing Lan, Daimeng Wei, Jiaxin GUO, Yuanchang Luo, Hengchao Shang, Zongyao Li, Jinlong Yang, Zhanglin Wu and Boqi Huang pp. 1265‑1270
pdf bib CUNI-MH and CUNI-EdUKate at the WMT26 General MT Shared Task Miroslav Hrabal, Josef Jon and Ondřej Bojar pp. 1271‑1277
pdf bib CUNI-AR Team at WMT26 General Translation Task for Egyptian Arabic Josef Jon, Rawan Bondok, Miroslav Hrabal and Ondřej Bojar pp. 1278‑1290
pdf bib In the Blind: Building Pseudo-References for MT Evaluation Diptesh Kanojia, Chi-kiu Lo, Archchana Sindhujan, Samuel Larkin, Greg Hanneman and Alon Lavie pp. 1291‑1311
pdf bib North Small Translate: Advanced Cost-Effective Translation (Cohere CAT+) Tom Kocmi, Alexandre Berard, Phil Blunsom, Samuel Cahyawijaya, Shaun Rafael Cassini, Ona de Gibert, Aidan Gomez, Nithya Govindarajan, Shun Kiyono, Olivia Lasche, Lawrence Rogers, Kelly Marchisio, Nikita Moghe, Yash More, Camila Moran-Hidalgo, Yiyang Nan, Michael Sachs, Trisha Starostina, Daan van Stigt, Spencer Taylor Rarrick, Sebastian Vincent, Ivan Zhang and Nicholas Frosst pp. 1312‑1324
pdf bib AdaptiveMT at WMT26: A Controller–Executor–Reducer Agent Harness for Document-Level Translation Soyoung Lee pp. 1325‑1333
pdf bib BSC Submission for WMT26 General Machine Translation Shared Task Audrey Mash, Jonathan Orama Ayebakuro, Ella Paulina Bohman, Xixian Liao, Francesca De Luca Fornaciari and Maite Melero pp. 1334‑1350
pdf bib RFMT at WMT 2026 General Translation Task Ryosuke Matsuda, Keito Kudo, Ryo Fujii, Takumi Ito, Makoto Morishita and Jun Suzuki pp. 1351‑1378
pdf bib MakotoAI at WMT26: Per-Pair Model Selection with Deterministic Output Normalization for the General Machine Translation Task Chris Nishihama pp. 1379‑1384
pdf bib ReMova: Fine-tuning LLMs for English to Belarusian translation Mikita Pilinka, Aliaksandr Kliuyeu, David Samuel and Yves Scherrer pp. 1385‑1397
pdf bib Apertium-sme-eng for WMT2026 shared task—creating new pair by crossing dictionaries and translating rules Flammie A. Pirinen pp. 1398‑1403
pdf bib Yandex at WMT26: Translation Adaptation at 235B and Hard-Label Distillation to 8B Dmitrii Popov, Elizaveta Kozlova, Ekaterina Taracheva, Elizaveta Makhotina, Artem Mekhraliev, Miron Baratelia, Ekaterina Enikeeva and Nikolay Karpachev pp. 1404‑1411
pdf bib Wayfinder: An Agentic Ensemble-and-Postcheck System for WMT26 GenMT Liangying Shao, Xinwei Wu, Yichong Huang, Jifang Wang, Ruoxi Xu, Ling Shi, Baosong Yang and Linlong Xu pp. 1412‑1420
pdf bib What a DRAG (it is being small): The AMI Submission to the WMT 2026 General Translation Shared Task Steinþór Steingrímsson, Sveinbjörn Þórðarson and Jón Friðrik Daðason pp. 1421‑1431
pdf bib Krosny at WMT26 General Translation Task: Dictionary Augmentation and Iterative Refinement for English–Belarusian Translation Oksana Volchek and Vladislav Poritski pp. 1432‑1436
pdf bib Lumen at WMT2026: Instruction-Specialized Translation via Quality-Aware Training and On-Policy Distillation Hao Wang, Yangyang Liu, Xiaohu Zhao, Heng Liu, Zifu Shang, Tianhao Li, Ruize Gao, Jialong Tang, Shiao Shao, Haoran Wei, Baosong Yang, Linlong Xu, Longyue Wang and Weihua Luo pp. 1437‑1446
pdf bib UvA-MT’s Participation in the WMT26 General Translation Shared Task Di Wu, Sergey Troshin, Wafaa Mohammed, Seth Aycock, Evgeniia Tokarchuk, Vlad Niculae and Christof Monz pp. 1447‑1453
pdf bib QINGQIU-MT-9B: An Instruction-Following Multilingual Translation Model Tian Xia, Chao Chen, Mengpeng Yang, Jingxu Yang, Yabo Sun and Qiang Liu pp. 1454‑1469
pdf bib TRIVE: A Tri-Fusion Verified Translation Agent Mengpeng Yang, Tian Xia, Jingxu Yang, Chao Chen, Yabo Sun and Qiang Liu pp. 1470‑1483
pdf bib TransCore: The NewTranx Submission to the Constrained Track of the WMT26 General Machine Translation Shared Task Hao Yu, Ziyan Chen, Hongyu Zhao, Yulong Zhang, Xiaogang Wang, Kaiyu Huang and Degen Huang pp. 1484‑1490
Test Suites pages
pdf bib KUEST: Korean game Usage Evaluation Suite for LLM Translation Minjoo Choi, Jaejun Jung, Gunwoo Han, Junhyeop Kim, Yiji Yoon, Hyemi Kim, Yeonseo Cho and Jinwoo Jang pp. 1491‑1512
pdf bib Terminology Resources as (MT) Benchmarks: Evaluation of Legal Terminology Challenges in German Language Varieties by EURAC Paolo Di Natale, Elena Chiocchetti, Natascia Ralli, Marlies Alber and Egon W. Stemle pp. 1513‑1539
pdf bib Mind the Gap: Exposing LLM Translation Blind Spots Using the AlphaMWE Multilingual Parallel Corpus Lifeng Han, Jiahui Liang, Anna Latusek, Karim El Haff, Amal Haddad Haddad, Josua Höfgen, Kilian Evang, Min Ma and Maryia Zhyrko pp. 1540‑1561
pdf bib Lost in Morphology at WMT26: A Korean-English Test Suite for LLM Translation Blind Spots Deun Sol Lee, Dae Woong Kim and Yun Ha Seo pp. 1562‑1574
pdf bib Evaluating Occupational Gender Bias and Male Default in Turkish-to-English Machine Translation Yusuf Öztop pp. 1575‑1583
pdf bib Translating Syntactic Structures: An English-Icelandic Test Suite for Syntactic Divergence Einar Freyr Sigurðsson, Steinþór Steingrímsson, Bjarki Ármannsson, Atli Jasonarson, Helga Svala Sigurdardottir and Jón Símon Markússon pp. 1584‑1600
pdf bib "I’m Sorry, I Can’t Translate That": A Challenge Set for Refusal to Translate, Overgeneration and Hallucination in LLM Translation Systems Lisa Vasileva pp. 1601‑1608
pdf bib Finding the Gaps in LLM Translation with CoST Saumitra Yadav, Ananya Mukherjee and Manish Shrivastava pp. 1609‑1621
Metrics Shared Task pages
pdf bib Phrase at WMT26 Automated MT Evaluation Task Alan Eckhardt, Ondrej Glembek and Craig Stewart pp. 1622‑1630
pdf bib FECE: A Challenge Set for Evaluating Fine-Grained Translation Error Correction Jie Ding and Xiangyu Duan pp. 1631‑1644
pdf bib Pterodactyl: Pushing the Limits of Efficient Automated Translation Evaluation Evelyn Y. Garland and Carola F. Berger pp. 1645‑1650
pdf bib AGGREE: An Aggregation-Grounded Challenge Set for Segment-Level MT Metric Evaluation Lena Griesbeck and Michaela Geierhos pp. 1651‑1658
pdf bib CUNI at the WMT26 Automated MT Evaluation Shared Task Miroslav Hrabal and Ondřej Bojar pp. 1659‑1664
pdf bib HUFS-DILAB at WMT 2026 Automated Translation Quality Evaluation Task 1: Language-Pair Prompt Routing for Error Span Annotation Jisoo Jang, Haewon Cho and Seungtaek Choi pp. 1665‑1673
pdf bib FACET at WMT 2026 Automated Translation Quality Evaluation Task Ahrii Kim, Chanjun Park and Seong-heum Kim pp. 1674‑1684
pdf bib PragmaSpan at WMT26: Taxonomy-Guided Few-Shot Error Span Detection and an Empirical Analysis of MPP Soyoung Lee pp. 1685‑1695
pdf bib Benchmarking Gender Bias in Machine Translation Evaluation Metrics across Occupations Orfeas Menis Mastromichalakis, Giorgos Filandrianos, Wafaa Mohammed, Giuseppe Attanasio and Chrysoula Zerva pp. 1696‑1706
pdf bib Translation Metrics Cannot Judge What Their Tokeniser Deletes: LIGATUR and AEGIS Submissions to the WMT26 Shared Task on Automated Translation Quality Evaluation Animesh Mishra, Krishang Sharma and Sonia Khetarpaul [software] pp. 1707‑1717
pdf bib Algebras FluencyScore at WMT26 Automated Translation Quality Evaluation Airana Mongush and Dmitrii Pukhov pp. 1718‑1722
pdf bib Vertical: Quality Estimation of Machine Translation from Université Grenoble Alpes Mariam Nakhlé, Raheel Qader, Marco Dinarelli and Hervé Blanchon pp. 1723‑1729
pdf bib Post-hoc Correction of Machine Translation Error Span Predictions Benjamin Pong pp. 1730‑1736
pdf bib Leveraging Verbalized Confidence in LLM-as-a-Judge for Automated Translation Quality Evaluation Richard Servajean, Mohammad Golam Sohrab, Lucie Kunitomo-Jacquin and Matiss Rikters pp. 1737‑1745
pdf bib Reference-Free Consensus Evaluation of Machine Translation: Ensembling LLM Error-Span Judgments with Neutral Cross-Verification and STAPLE Reliability Fusion Assaf Siani pp. 1746‑1751
pdf bib QEbreak at WMT26: A Pre-Registered Audit of Omission and Addition Asymmetry in Machine Translation Quality Metrics Maksim Silchenko pp. 1752‑1763
pdf bib SpinPop: A Fast Spin Metric for the WMT26 Metrics Shared Task Jia Xu pp. 1764‑1769
pdf bib Beyond Rankings: Insights from ALTAE’s PTT-MULTITAN Submission to the WMT 2026 Shared Task on Automated Translation Quality Evaluation Systems Lichao Zhu, Maria Zimina-Poirot and Nicolas Froeliger pp. 1770‑1778
Terminology Translation Shared Task pages
pdf bib RWS at WMT26 Terminology Translation Task Jon Cambra Guinea and Andrea Alfieri pp. 1779‑1785
pdf bib UniOR-MT: An Agentic Pipeline for Terminology Translation Antonio Castaldo, Giulia Speranza, Maria Carmen Staiano, Petra Giommarelli, Johanna Monti and Maria Pia Di Buono pp. 1786‑1797
pdf bib Agenteak: A Multi-Agent Pipeline for Terminology-Constrained Spanish-Basque Translation Jurgi Giraud and Andrew Gargett pp. 1798‑1807
pdf bib HW-TSC’s Submission to the WMT26 Terminology Translation Shared Task Boqi Huang, Daimeng Wei, Jiaxin GUO, Yuanchang Luo, Hengchao Shang, Zongyao Li, Jinlong Yang, Zhanglin Wu, Yu He and Xiaoqing Lan pp. 1808‑1813
pdf bib SalamandraTA at WMT 2026 Terminology Shared Task: Hard Examples Are Better Teachers Xixian Liao and Maite Melero pp. 1814‑1825
pdf bib GRIAL-TA participation in the WMT26 Terminology Shared Task Gonzalo López-Sánchez, Antoni Oliver, marta cozzini, Mercè Vàzquez, Patricia Morales-Hurtado and Sergi Alvarez-Vidal pp. 1826‑1836
pdf bib STaR-MT: Select, Translate, and Revise Pipeline for Terminology Aware Machine Translation Guilherme Aren Marchetti, Gil Rocha, Henrique Lopes Cardoso and Rui Sousa-Silva pp. 1837‑1846
pdf bib TARL: A Terminology-Aware Agentic Repair Loop for Language-Agnostic Translation Shivam Ratnakant Mhaskar, Vrunda Nileshkumar Sukhadia, Anurag Deshmukh, Manan Sharma and Pawan Kumar Rajpoot pp. 1847‑1855
pdf bib CUNI-ÚFAL at the WMT26 Terminology Translation Task Aleš Manuel Manuel Papáček and Tomáš Sourada pp. 1856‑1866
pdf bib Tilde’s Submission for the WMT2026 Shared Task on Terminology Translation Marcis Pinnis, Martins Kronis, Emils Grims, Ervins Jakovelis, Roberts Rozis and Toms Bergmanis pp. 1867‑1879
pdf bib UniVie-HAITrans at WMT26 Terminology Translation Task: Terminology-Guided Data Filtering and Few-Shot Fine-Tuning for Lightweight LLMs Miguel Angel Rios Gaona pp. 1880‑1887
pdf bib STRA-MT: Deterministic Terminology Control for Document-Level Machine Translation Vania Velda, Yigyu Hwang and Yongho Kim pp. 1888‑1898
pdf bib TaT at WMT26 Terminology Translation Shared Task Fan Zhang, Tu Mei, Zhang Mengchao, Jinting Wu and Bowbjut.edu.cnen Zhang pp. 1899‑1905
Multilingual Instruction Shared Task pages
pdf bib A Monolingual LoRA-Tuned Qwen2.5-3B System for Arabic Context-Based Question Answering Hasan Alkhder, Maria Hanini, Imane Hocine, Maher Pasa and Amro Najjar pp. 1906‑1912
pdf bib Laniqo at WMT26 Multilingual Instruction Shared Task (MIST): Full-Parameter Knowledge Distillation with Task-Conditional Pivot Decoding Under a 10B-Parameter Constraint Adrian Charkiewicz and Artur Nowakowski pp. 1913‑1923
pdf bib SentinelQA: Task-Level Routing and Output Verification for Multilingual Instruction Following Asher Uyiosa Egerton-Idehen pp. 1924‑1931
pdf bib TUM-Heilbronn: WMT26 Multilingual Instruction Shared Task Jen-Chien Hou, Tsedeniya Kinfe Temesgen and Alexander Fraser pp. 1932‑1939
pdf bib Probe Before you Answer! Answerability Probing for Abstention in Cross-Lingual Context-Based Question Answering Lea Krause, Stefan F. Schouten, Michiel van der Meer and Piek T.J.M. Vossen pp. 1940‑1955
pdf bib CUNI-UFAL at WMT26 Multilingual Instruction Shared Task Aleš Manuel Manuel Papáček and Patricia Schmidtova pp. 1956‑1965
pdf bib PSK at WMT 2026 MIST: Task-Specialized QLoRA Adapters for Multilingual Summarization and Question Answering Srikar Kashyap Pulipaka pp. 1966‑1971
pdf bib Task-Preserving Multilingual Instruction Tuning for Open-Ended QA at WMT 2026 MIST Aleix Sant, Jordi Luque Serrano and Carlos Escolano Peinado pp. 1972‑1979
Model Compression Shared Task pages
pdf bib COMET Sensitivity-Guided Mixed Precision Quantization for the WMT26 Model Compression Task Angad Ripudaman Singh Bajwa pp. 1980‑1985
pdf bib Importance-Guided Structural Pruning of Aya Expanse 8B and Gemma-3-12B for English–Chinese Machine Translation Havish Balaga, Anish Racherla, Kolupoti Navadeep Kiran, Saumitra Yadav and Manish Shrivastava pp. 1986‑1992
pdf bib Pare4Bit: Quantization, Depth Pruning, and Model Selection for the WMT26 Model Compression Task Nail Fakhrutdinov pp. 1993‑1997
pdf bib Quantize, Qualify, Rerank: A Recipe for Compressing LLMs Without Losing Quality Thamme Gowda pp. 1998‑2005
pdf bib WMT26 Model Compression Task: Quantising and Distilling TildeOpen Martins Kronis, Toms Bergmanis, Ingus Jānis Pretkalniņš and Marcis Pinnis pp. 2006‑2015
pdf bib ESTS at WMT26: Routing-Informed Expert Pruning for Model Compression Liu O. Martin, Lucas Bandarkar and Nanyun Peng pp. 2016‑2023
pdf bib TMU-onono at WMT26: DiBA-Based Model Compression for Czech-to-German Machine Translation Nobutaka Ono pp. 2024‑2031
pdf bib Layer-Aware Native Quantization for Compact Machine Translation: A WMT26 English-to-Chinese Submission Alonso Palomino pp. 2032‑2036
pdf bib Tiny Titans at WMT26: Task-Calibrated Quantization and Activation-Aware Low-Rank Compression of Gemma 3 12B Vania Raya-Rios, Aleksandr Klimchuk, Nicolas M. Cuadrado Avila, Ivo Gollini Navarrete, Samuel Horvath and Martin Takác pp. 2037‑2044
pdf bib Vicomtech@WMT 2026: Mask-based Pruning for Model Compression David Ponce and Thierry Etchegoyhen pp. 2045‑2057
pdf bib The ILSP/ARC submission to the WMT26 Model Compression Task Sokratis Sofianopoulos and Prokopis Prokopidis pp. 2058‑2067
pdf bib FBK’s Submission to WMT26 Model Compression Task: Improving Inference Speed for Quantized Models Dhairya Suman and Luisa Bentivogli pp. 2068‑2073
Indic Translation Shared Task pages
pdf bib LTRC_Plural: Better Data and Better Rewards for Low-Resource Indic MT VISHNURAJ K. A, Yuvrajsinh D. Bodana, Heli Hitesh bhai Hingrajiya, Priyanka Dasari and Parameswari Krishnamurthy pp. 2074‑2084
pdf bib ADI-IITP: Reward-Guided Preference Optimization for Low-Resource English-Assamese Machine Translation Aditya Aditya and Asif Ekbal pp. 2085‑2092
pdf bib BVSLP: Enhancing Machine Translation through NMT Fine-Tuning, Back-Translation, and LLM-Assisted Synthetic Data Generation Palak Arora, Adhikarimayum Meerajita Sharma, Mrityunjaya Indoria, Keneiwenuo Lhoungu, Lalthafamkimi Lalthafamkimi, Bharti Nathani and Nisheeth Joshi pp. 2093‑2100
pdf bib EROL: Transformer-Based Multilingual Translation for Northeastern Indian Language Pairs Laishram Thoibisana Devi and Grace Lee pp. 2101‑2107
pdf bib NLP-MT_Amrita: A RL-Inspired GRPO based Agentic RAG Framework for Manipuri and Bodo Kuruva Divya Sree and Deepa Gupta pp. 2108‑2117
pdf bib gators: BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian Languages Aashish Dhawan, Christopher William Driggers-Ellis, Dzmitry Kasinets, Christan Grant and Zhe Wang pp. 2118‑2130
pdf bib AkibaNLP-TUT: Improving Low-Resource Machine Translation via Language-Specific and Length-Adaptive Noise Injection Takumi Kachi, Tomoyosi Akiba and Hajime Tsukada pp. 2131‑2141
pdf bib TIP-RBG-AI: Overcoming Orthographic Discrepancies via Algorithmic Translinear Pipelines and Phylogenetic Script Mapping Barathi Ganesh HB, Michal Ptaszynski, Meenakshi Sharma and Jairam R pp. 2142‑2152
pdf bib MTG-LIRA: Scaling Neural Machine Translation for Low-Resource Indian Languages through Multilingual Learning and Synthetic Data Vedarth Hede, Neha Gupta, Harish Bapat and Harsh Ekbote pp. 2153‑2160
pdf bib PANINI: Improving Low-Resource English-Manipuri Translation in Two Scripts via rsLoRA and Three-Stream Self-Augmentation Rudali Huidrom, Vikas Kumar, Hoomexsun Pangsatabam, Pinaki Das, K. Kabi Khanganba, Nongmaithem Zeno, NICHOLAS KHUMUKCHAM, Mangalton Okram, Justice Konjengbam, Sai Varun Jamalpoor, Alex D. Nelson Khangembam, Anand Konjengbam and Vikram Goyal pp. 2161‑2169
pdf bib ANVITA : Machine Translation System for Low-resource Indian Languages - Khasi, Nagamese and Tagin Siva Bhavani J, Daneshwari Kankanwadi, Abhinav Gugulothu and Biswajit Paul pp. 2170‑2179
pdf bib SCE-KIIT: Fine-Tuning NLLB-200 for English-Nagamese Translation Agniva Maiti, Aarsh Muley and Sovan Kumar Sahoo pp. 2180‑2189
pdf bib SCE-KIIT: KokLLaMA: Cross-Task Adaptation for Low-Resource English–Kokborok Translation Agniva Maiti, Aarsh Muley and Sovan Kumar Sahoo pp. 2190‑2199
pdf bib KrenTransV0.1: Multi-Model Routing and Reranking for Low-Resource Northeast Indian Translation Badal Nyalang, Riya Tekcham and Biman Debbarma pp. 2200‑2205
pdf bib DELAB-IIITM WMT26: Full Fine-Tuning and LoRA-Based Adaptation for English-to-Low-Resource Indic Translation Dingku Singh Oinam and Navanath Saharia pp. 2206‑2213
pdf bib Decepticons-IIITH : Morphology-Aware Lexicon Filtering of Back-Translated Data for Low-Resource English-to-Indic Translation Soujanya Rao, Sakhil Taneja, Krishna Chaitanya and Radhika Mamidi pp. 2214‑2219
pdf bib Winterpeg: Do Neural Cellular Automata Help Where Pretraining Ends? Sujay Uday Rittikar and Sheela Ramanna pp. 2220‑2229
pdf bib An LLM-Driven Pipeline for Extremely Low-Resource English-to-Indic Translation — From Vocabulary Injection to Post-Training and Decoding Lu Ruan, shaoying jia, fan ning, wei wang, zhengzhen cai, fei hu, heng hu and chenzi wang pp. 2230‑2237
pdf bib JH_NLP_APAShreya2: LoRA Fine-Tuning of NLLB-200 for English–Manipuri Machine Translation at WMT 2026 Aparajita Sinha, Monika Agarwal, Shreya Narayana Bhat, Shreya Bonal and Aryan Agrahari pp. 2238‑2245
pdf bib BRS-NK: Bidirectional Finetuning of NLLB-200 for Low-Resource Indic Languages: Assamese-English and Bodo-English Machine Translation Bipesh Subedi and Nischal Karki pp. 2246‑2253
pdf bib RozarNLP-cr7 at WMT 2026: LoRA-Fine-Tuned NLLB for Low-Resource Machine Translation in Northeastern Indian Languages Suyash Yadav, Utkarsh Chaudhary and Alapan Kuila pp. 2254‑2261
Arabic-Asian Translation Shared Task pages
pdf bib FARABI at WMT 2026: Post-Hoc Channel Controllers for Low-Resource Arabic–Asian Machine Translation Farizeh Aldabbas, Zyad Altahan, Hossam Elsafty and Rafet Sifa pp. 2262‑2272
pdf bib OpenBracket at WMT 2026: COMET-MBR System Combination over Arabic-Native and Multilingual Models for Low-Resource Arabic-English Translation Abrar M. Alotaibi pp. 2273‑2279
pdf bib BVSLP at WMT 2026: An Empirical Study of Multilingual Transfer for Low-Resource Arabic-Centric Translation Palak Arora, Syed Afroz Ahmed, Mansi Jangid, Bharti Nathani and Nisheeth Joshi pp. 2280‑2286
pdf bib MAGADIR at WMT 2026: Cross-System QE Re-ranking and Entity-Aware Selection for Low-Resource Arabic-English Translation Hossam Boudraa pp. 2287‑2304
pdf bib NCI-MT at WMT 2026: A Quality-Gated Cascade for Low-Resource Arabic-Asian Machine Translation Satarupa Deb and Prashanth Nayak pp. 2305‑2310
pdf bib MTG-LIRA at WMT 2026: Data-Centric Arabic-Hindi Machine Translation through Corpus Augmentation, Synthetic Parallel Data Generation and Transformer Models. Vedarth Hede, Neha Gupta, Harish Bapat and Harsh Ekbote pp. 2311‑2317
pdf bib IndicMT at WMT 2026: Full Fine-Tuning of NLLB-200-600M with Round-Trip Filtering and Forward Self-Training for Arabic-Asian Translation Pramit Jana, Arindam Adhikari, Priyobroto Acharya and Dipankar Das pp. 2318‑2324
pdf bib NERDS-NITS at WMT2026: Pivot-Based and Direct Neural Machine Translation for Arabic–Asian Low-Resource Language Pairs Misbahul Karim, Faruk Ahmed, Mishbahul Al Islam, Sahinur Rahman Laskar and Rabul Hussain Laskar pp. 2325‑2330
pdf bib NITM AI Lab at WMT 2026 Shared Task: Low-Resource Arabic-Asian Language Translation Nabin Koirala, Rhythm Bhetwal and Nurul Amin Choudhury pp. 2331‑2335
pdf bib NLP-IIT Patna at WMT 2026: Corpus-Driven Adaptation of Multilingual MT Models for Low-Resource Arabic–Asian Machine Translation Pushkar Sharma, Mo Ahtasam, Kshetrimayum Boynao Singh, Deepak Kumar and Asif Ekbal pp. 2336‑2344
pdf bib UPES_NLP at WMT 2026 Low-Resource Arabic–Asian Machine Translation Shared Task: Arabic-Centric Machine Translation with NLLB-200-MOE and Prompt-Constrained Entity-Preserving Translation with GPT-5-mini Sumit Singh, Anish Kumar Vishwakarma, Brijmohan Lal Sahu and Ashwani Kumar pp. 2345‑2350
pdf bib Code & Corpus at WMT 2026: Checkpoint-Pool Minimum Bayes Risk Decoding for Arabic-Hindi and Arabic-Bangla Translation Raman Kumar Yadav and Alapan Kuila pp. 2351‑2357
pdf bib SLPG_FJWU at WMT 2026: Domain Adapted Augmentation for Low-Resource Arabic-Asian Language Translation Shomaiza Zafar, Sadaf Abdul Rauf, Sheema Firdous, Muhammad Saad Munir and Nadeem Fakhar pp. 2358‑2366
Chinese-Southeast Asian Translation Shared Task pages
pdf bib ASEAN-8B: A Prompted Qwen3.5-9B System for Chinese–Southeast Asian Web Translation WEN HAOBIN pp. 2367‑2372
pdf bib Jiutian-MT-8B at WMT26: Faithfulness-First Training for Chinese-Southeast Asian Translation Meng Su, Jian Liu and Youxuan Fang pp. 2373‑2377
pdf bib Xiaoyu-MT: Kunming University of Science and Technology at WMT 2026 Chinese-Southeast Asian Multilingual MT Task Zhenhan Wang, Fengzhao Fan, Yuxin Huang, Kaiwen Tan, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Siqi Zhang and Shuting Jiang pp. 2378‑2387
pdf bib A Direction-Specialized System for WMT26 Chinese-Southeast Asian Multilingual Machine Translation Xiaojing Yan and Rile HU pp. 2388‑2395
pdf bib Hy-MT2-1.8B for WMT26: Staged Multilingual Adaptation for Chinese–Southeast Asian Translation Ma Ziwei pp. 2396‑2403
Creole Language Translation Shared Task pages
pdf bib HT WMT 2026 CreoleMT System Description: Learning Hierarchies for Low-Resource Creole Language Identification Ananya Ayasi pp. 2404‑2412
pdf bib Enhancing Cultural Awareness for Haitian Creole Machine Translation Tabitha Megane Bellune, Ngoc Tan Le and Fatiha Sadat pp. 2413‑2419
pdf bib ChapsVision (CHV) at WMT 2026 CreoleMT: Shifting Creole MT from Train-Time to Test-Time Compute for Haitian Creole Louis Jourdain, Aurélie Pradelles and Nasredine Semmar pp. 2420‑2446
pdf bib GMU WMT 2026 CreoleMT System Description Chutong Meng and Antonios Anastasopoulos pp. 2447‑2453
pdf bib The University of Melbourne WMT 2026 CreoleMT Submission: A Domain-Balanced Approach to Low-Resource Pacific Creole Machine Translation Raphael Merx, Nick Thieberger and Ekaterina Vylomova pp. 2454‑2461
pdf bib KYX WMT 2026 CreoleMT System Description: A Contamination- and Orthography-Aware Evaluation for Réunion Creole to English Yusuf Öztop pp. 2462‑2469
pdf bib Gwo-K Kreyol Classifier: Rock Pidgins (RP) Submission to the WMT 2026 CreoleMT Language Identification Shared Task Emmett Strickland pp. 2470‑2474
Open Langiage Data Shared Task pages
pdf bib A Human-Translated FLORES+ Dataset for Chakma Language Firoz Ahmed and Dinalo Chakma pp. 2475‑2480
pdf bib Measuring the Cost of Variety Conflation in Multilingual MT Evaluation: Adding Mozambican Xichangana, Nyanja and Sena to FLORES+ Felermino Dario Mario Ali, Delfina Lázaro Mateus and Manuel Valente Mangue pp. 2481‑2491
pdf bib Adding ciofs and ciüfs to BOUQuET: Benchmark Extension to Ladin Samuel Frontull, Lara Castlunger, Maximilian Oberhollenzer, Karin Comploj, Ruth Videsott, Robert Sama, Gabriel Perathoner, Carlo Zoli and Paul Videsott pp. 2492‑2503
pdf bib Expanding Chechen Machine Translation Resources: SMOL, BOUQuET, and WMT24++ Extensions Vladislav Grigorian and Abu-Viskhan Umishov pp. 2504‑2508
pdf bib Closing the Resource Gap for Tigre: A Diaspora-Sourced English–Tigre Parallel Dataset for SMOL Beshir Ibrahim pp. 2509‑2515
pdf bib A French Version of the SmolSent Corpus Malik Marmonier, Rachel Bawden and Benoît Sagot pp. 2516‑2525
pdf bib A Savoyard Version of the FLORES+ Corpus Malik Marmonier, Alain Favre, Benoît Sagot and Rachel Bawden pp. 2526‑2545
pdf bib FIÙR: A Benchmark Dataset for Eastern Lombard Machine Translation Edoardo Signoroni and Pavel Rychly pp. 2546‑2559
pdf bib Script Matters: Benchmarking Open-Source Machine Translation for Manipuri in Meetei-Mayek and Bengali Script Kshetrimayum Boynao Singh, Asif Ekbal and Partha Pakray pp. 2560‑2569
pdf bib The Croatian Dataset Seed Submission to the WMT26 Open Language Data Initiative Shared Task Dragana Zundanović, Hrvoje Leventić, Dragana Božić Lenard and Krešimir Romić pp. 2570‑2582
Subtitle Translation Shared Task pages
pdf bib QwenSub-MT Framework for WMT 2026 Video Subtitle Translation Palak Arora, Mansi Jangid, Bharti Nathani and Nisheeth Joshi pp. 2583‑2590
pdf bib SubVision@WMT26: QLoRA Fine-Tuning of Hy-MT2-1.8B for Chinese to English Video Subtitle Translation Prajwal Ghimire and Aashish Mahato pp. 2591‑2606
pdf bib Laniqo at WMT26 Video Subtitle Translation Shared Task: Multi-Objective Fusion of Pareto-Optimal Candidates Kamil Guttmann and Artur Nowakowski pp. 2607‑2614
pdf bib paramanandaAI@WMT26 Video Subtitle Translation: QLoRA Fine-Tuning with Test-Time Metadata Prompting Shiv Ram Saud, Sundeep Dawadi and Sunil Regmi pp. 2615‑2621
pdf bib rupiah at WMT26: Training-Free Context-Aware Subtitle Translation with QE Selection Pieter Christy Yan Yudhistira, Sayyidah Fatimah Azzahra, Dzaki Rafif Malik and Tirana Noor Fatyanosa [software] pp. 2622‑2629
pdf bib Full-Video Context and Anonymous Candidate Selection for WMT26 Video Subtitle Translation jianfeng Wu pp. 2630‑2635
pdf bib A Translator–Critic System for Chinese-to-English Subtitle Translation Aaryan Yekkisetty pp. 2636‑2650
Limited Resource Slavic LLM Shared Task pages
pdf bib One Model, Five Tasks, Two RTX 3090 GPUs: The HSE System for the Sorbian Track of WMT26 Multitask LLMs with Limited Resources Michael Diskin pp. 2651‑2660
pdf bib HeyBusan at WMT26: A System for the Sorbian Track Mikhail Khasykov pp. 2661‑2666
pdf bib Getting More from Small LLMs and Limited Data: Fuzzy-Match Retrieval and Candidate Scoring for Multitask Sorbian NLP Thomas Moerman and Arda Tezcan [software] pp. 2667‑2680
pdf bib TUMHN@WMT2026: LLMs with Limited Resources for Slavic Languages Tsedeniya Kinfe Temesgen, Sinan Kurtyigit and Alexander Fraser pp. 2681‑2687
pdf bib Zolint at WMT 2026: A Multitask LLM Submission for the Low-Resource Ukrainian Track Lingchu Yang, Zitong Fu, Hämmerl Kathy and Masaki Ito pp. 2688‑2695
pdf bib HITSZ at WMT 2026: Mixed Continued Pre-training and Supervised Fine-tuning for Low-Resource Sorbian cong zhang, Yutong Wang, Xuebo Liu and Min Zhang pp. 2696‑2708