Proceedings of the Eleventh Conference on Machine Translation

Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-474-3 wmt-2026-main https://aclanthology.org/2026.wmt-main.0/ Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study. Ahmed Amine Aliane author Nasredine Semmar author Hassina Aliane author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 aliane-etal-2026-efficient https://aclanthology.org/2026.wmt-main.1/ 2026-10 1 13 TACTICS: Taxonomy-Aware Intelligent Corpus Sampling for Machine Translation Prasanth Bathala author Anubhav Shrimal author Sukhdeep Singh Kharbhanda author Pradyumna Lanka author Rohit Dhaipule author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 bathala-etal-2026-tactics https://aclanthology.org/2026.wmt-main.2/ 2026-10 14 32 Synthetic Slang Generation for Benchmarking Machine Translation Eric Bennett author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 bennett-2026-synthetic https://aclanthology.org/2026.wmt-main.3/ 2026-10 33 46 The Constitution Speaks Nheengatu: An Open MT System and Reproducible Corpus Pipeline for the Amazonian Língua Geral Fabrício Carraro author Rodolfo Zevallos author Rodrigo Gonçalves De Souza author Caio Faustino Da Silva author John E Ortega author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 carraro-etal-2026-constitution https://aclanthology.org/2026.wmt-main.4/ 2026-10 47 63 ChakmaNMT: Machine Translation for a Low-Resource and Endangered Language via Transliteration Aunabil Chakma author Aditya Chakma author Masum Hasan author Soham Khisa author Chumui Tripura author Rifat Shahriyar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 chakma-etal-2026-chakmanmt https://aclanthology.org/2026.wmt-main.5/ 2026-10 64 81 TermJudge: A Document-Level Metric Judging, Not Counting, Terminology in Machine Translation Evaluation Nicolas Dahan author François Yvon author Rachel Bawden author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dahan-etal-2026-termjudge https://aclanthology.org/2026.wmt-main.6/ 2026-10 82 115 BaatCheet: A Multilingual Corpus for Dialogue Translation in Indian Languages Priyanka Dasari author Yuvrajsinh Bodana author Vandan Mujadia author Arafat Ahsan author Dipti Sharma author Parameswari Krishnamurthy author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dasari-etal-2026-baatcheet https://aclanthology.org/2026.wmt-main.7/ 2026-10 116 145 StalePO: Anchored Token-Level Preference Optimization using Legacy Post-Edits in Machine Translation Rohit Dhaipule author Sukhdeep Kharbanda author Prasanth Bathala author Pradyumna Lanka author Anubhav Shrimal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dhaipule-etal-2026-stalepo https://aclanthology.org/2026.wmt-main.8/ 2026-10 146 156 Balancing Global Quality and Pronoun-Specific Feedback for Context-Aware Machine Translation Harshit Dhankhar author Baban Gain author Asif Ekbal author Yogesh Tripathi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dhankhar-etal-2026-balancing https://aclanthology.org/2026.wmt-main.9/ 2026-10 157 167 Compact Models for Machine Translation in the Bioinformatics Domain: Synthetic Data, Domain Adaptation, and Expert Evaluation Jurgi Giraud author Andrew Gargett author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 giraud-gargett-2026-compact https://aclanthology.org/2026.wmt-main.10/ 2026-10 168 182 ChainAlign: Cross-Lingual Sentence Alignment via Sparse Co-linear Chaining Owen Goldner author Connor Gramazio author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 goldner-gramazio-2026-chainalign https://aclanthology.org/2026.wmt-main.11/ 2026-10 183 198 LocQE: Principled Domain Adaptation for Localisation Quality Estimation by Leveraging Post-Edits Kathy Haemmerl author Gabriel Bretschner author Joern Wuebker author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 haemmerl-etal-2026-locqe https://aclanthology.org/2026.wmt-main.12/ 2026-10 199 219 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 author Karol Nowakowski author Michal Ptaszynski author Lloyd Overacker author Masahiro Toyoura author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hara-etal-2026-low https://aclanthology.org/2026.wmt-main.13/ 2026-10 220 238 SNAPP: Segment-Level Neural Alignment Post-Processing for Low-Resource Parallel Sentence Mining Niklas Hettich author Shu Okabe author Alexander Fraser author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hettich-etal-2026-snapp https://aclanthology.org/2026.wmt-main.14/ 2026-10 239 253 Dynamic Lagging using Stable-Prefix Training for Simultaneous Translation Hieu Hoang author Amittai Axelrod author Matt Post author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hoang-etal-2026-dynamic https://aclanthology.org/2026.wmt-main.15/ 2026-10 254 268 Evaluating Pragmatic Appropriateness in English–Vietnamese Machine Translation with Dyadic Profiles Zheng-Yu Huang author Richard Tzong-han Tsai author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 huang-tsai-2026-evaluating https://aclanthology.org/2026.wmt-main.16/ 2026-10 269 280 Which Metric for Which Script? A Quantified Meta-Evaluation of Automatic Metrics and LLM Judges for Low-Resource Indic Machine Translation Rudali Huidrom author Vikas Kumar author Hoomexsun Pangsatabam author Pinaki Das author Kshetrimayum Boynao Singh author Anand Konjengbam author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 huidrom-etal-2026-metric https://aclanthology.org/2026.wmt-main.17/ 2026-10 281 303 Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs Abderrahmane Issam author Yusuf Can Semerci author Jan Scholtes author Gerasimos Spanakis author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 issam-etal-2026-align https://aclanthology.org/2026.wmt-main.18/ 2026-10 304 317 IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing over Indic Languages Diptesh Kanojia author Archchana Sindhujan author Sourabh Deoghare author Daria Sokova author Shenbin Qian author Girish Koushik author Tharindu Ranasinghe author Constantin Orasan author Chrysoula Zerva author Ricardo Rei author Frederic Blain author André Martins author Marco Turchi author Matteo Negri author Anoop Kunchukuttan author Mitesh M Khapra author Pushpak Bhattacharyya author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kanojia-etal-2026-indicqe https://aclanthology.org/2026.wmt-main.19/ 2026-10 318 344 Text-Only vs. Image-Aware VLM Judges for Manga Translation Evaluation Subaru Kimura author Jun Suzuki author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kimura-suzuki-2026-text https://aclanthology.org/2026.wmt-main.20/ 2026-10 345 367 From Error Detection to Credit Assignment: Do xCOMET Error Spans Provide Useful Policy Credit for Chinese–Malay Translation? Zi Chen Koo author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 koo-2026-error https://aclanthology.org/2026.wmt-main.21/ 2026-10 368 379 Translationese as a Rational Response to Translation Task Difficulty Maria Kunilovskaya author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kunilovskaya-2026-translationese https://aclanthology.org/2026.wmt-main.22/ 2026-10 380 397 RT-SFT: Text Style Transfer from Non-Parallel Corpora by Roundtrip Translation Ruoxi Liu author Philipp Koehn author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 liu-koehn-2026-rt https://aclanthology.org/2026.wmt-main.23/ 2026-10 398 411 Multilingual Reasoning Cascades Need More Context Arnav Mazumder author Dengjia Zhang author Shuyue Stella Li author Yulia Tsvetkov author Niyati Bafna author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 mazumder-etal-2026-multilingual https://aclanthology.org/2026.wmt-main.24/ 2026-10 412 461 Lost in Mimicry: Verified Training-Free Post-Editing for LLM Translationese Dongwon Noh author Donghyeok Koh author Yeon-Soo Lim author Seohyeong Jeong author Yunsu Kim author Gyuwan Kim author Soojong Do author Jinyeong Bak author Sugyeong Eo author Cheoneum Park author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 noh-etal-2026-lost https://aclanthology.org/2026.wmt-main.25/ 2026-10 462 491 MITRA-MT: Continued Pretraining, Parallel Corpus Mining, and Multi-Directional Machine Translation for Sanskrit, Tibetan, and Buddhist Chinese Sebastian Nehrdich author Kurt Keutzer author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 nehrdich-keutzer-2026-mitra https://aclanthology.org/2026.wmt-main.26/ 2026-10 492 506 Mitrasamgraha: A Comprehensive Classical Sanskrit Machine Translation Dataset Sebastian Nehrdich author David Allport author Jivnesh Sandhan author Manoj Balaji Jagadeeshan author Sujeet Kumar author Sven Sellmer author Pawan Goyal author Kurt Keutzer author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 nehrdich-etal-2026-mitrasamgraha https://aclanthology.org/2026.wmt-main.27/ 2026-10 507 519 LAND: Learning an Adaptive Number of Draws for Bayesian Best-of-N Selection Koen Oostermeijer author Teryn Jones author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 oostermeijer-jones-2026-land https://aclanthology.org/2026.wmt-main.28/ 2026-10 520 529 How many raters do we need to recognize a bad translation via perplexity? Antonín Otmar author Ondřej Bojar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 otmar-bojar-2026-many https://aclanthology.org/2026.wmt-main.29/ 2026-10 530 540 Comparing Machine and Human Simultaneous Interpreting Dongpeng Pan author Kilian Seeber author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pan-seeber-2026-comparing https://aclanthology.org/2026.wmt-main.30/ 2026-10 541 553 An Analysis of Source-Side Diversity in Machine Translation Evaluation Esther Ploeger author Johannes Bjerva author Dong Nguyen author Robert Östling author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ploeger-etal-2026-analysis https://aclanthology.org/2026.wmt-main.31/ 2026-10 554 573 TransClean: A Benchmark for Detecting and Extracting Clean Translations from Large Language Model Outputs Shenbin Qian author Yves Scherrer author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 qian-scherrer-2026-transclean https://aclanthology.org/2026.wmt-main.32/ 2026-10 574 589 Unlocking Reasoning Capability on Machine Translation in Large Language Models Sara Rajaee author Sebastian Vincent author Alexandre Berard author Marzieh Fadaee author Kelly Marchisio author Tom Kocmi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 rajaee-etal-2026-unlocking https://aclanthology.org/2026.wmt-main.33/ 2026-10 590 606 DoDS-IITPKD: LoRA Fine-Tuning and LLM Post-Editing for Low-Resource Indic Machine Translation G L Salvin author Amisha Ramesan author Abigairl Chigwededza author Shrikant Budde author Swapnil Hingmire author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 salvin-etal-2026-dods https://aclanthology.org/2026.wmt-main.34/ 2026-10 607 612 Making COMET Comparable Across Scripts: Diagnosis and Correction of Tokeniser-Induced Script Bias in Indic MT Evaluation G L Salvin author Swapnil Hingmire author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 salvin-hingmire-2026-making https://aclanthology.org/2026.wmt-main.35/ 2026-10 613 630 Fine-Tuning LLMs for Translation: General Forgetting Mitigation Does Not Preserve MT-Specific Instruction Following Niklas Scholz author David Thulke author Abdallah Nasir author Will Allred author Evgeny Matusov author Hermann Ney author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 scholz-etal-2026-fine https://aclanthology.org/2026.wmt-main.36/ 2026-10 631 653 AQI: a composite human-calibrated metric for machine translation quality assessment Anastasiya Serdioukova author Denis Zhilko author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 serdioukova-zhilko-2026-aqi https://aclanthology.org/2026.wmt-main.37/ 2026-10 654 672 Mind Which Bird You Favour: Parameterizing Adequacy-Fluency Balance in Meta-Evaluation of Machine Translation Behzad Shayegh author Niloofar Kazemi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 shayegh-kazemi-2026-mind https://aclanthology.org/2026.wmt-main.38/ 2026-10 673 697 In-Context Learning for Upper Sorbian to German Translation: Comparing Lexical and Morpho-Syntactic Information Qimin Sheng author Marion Di Marco author Alexander Fraser author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sheng-etal-2026-context https://aclanthology.org/2026.wmt-main.39/ 2026-10 698 710 Retrieval-Augmented Terminology Translation for English-Russian: A Multi-Domain Study Maria Sukhareva author Ekaterina Enikeeva author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sukhareva-enikeeva-2026-retrieval https://aclanthology.org/2026.wmt-main.40/ 2026-10 711 726 Obligatory Slots: Under Reference-Free Evaluation, Dropping a Distinction the Source Never Made Is Free Luxshan Thavarasa author Jubeerathan Thevakumar author Sivasuthan Sukumar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 thavarasa-etal-2026-obligatory https://aclanthology.org/2026.wmt-main.41/ 2026-10 727 746 AmanaMT: Translation Direction Predicts Automatic Metric Reliability Isaac Thompson author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 thompson-2026-amanamt https://aclanthology.org/2026.wmt-main.42/ 2026-10 747 764 ImgMT: Wikipedia-based Dataset For Evaluating Text-in-Image Translation Šárka Uramová author Petar Petrov author Josef Jon author Ondřej Bojar author Michal Novák author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 uramova-etal-2026-imgmt https://aclanthology.org/2026.wmt-main.43/ 2026-10 765 781 Doc2FRC: Length-Consistent Document-Level Machine Translation via Fixed-Range Chunking Xiaotian Wang author Youyuan Lin author Zhan Shen author Hitomi Yanaka author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wang-etal-2026-doc2frc https://aclanthology.org/2026.wmt-main.44/ 2026-10 782 817 Learning from Many Voices: Literary MT Using Multi-Reference Human and Synthetic Data Si Wu author John Wieting author David Smith author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wu-etal-2026-learning-many https://aclanthology.org/2026.wmt-main.45/ 2026-10 818 841 Studying quantization trade-offs for efficient inference deployment in machine translation Jim Zhao author Sohir Maskey author Koen Oostermeijer author Douglas Orr author Teryn Jones author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zhao-etal-2026-studying https://aclanthology.org/2026.wmt-main.46/ 2026-10 842 859 Contrastive ESA: Human Evaluation of Multiple Translations at Once Vilem Zouhar author Roman Grundkiewicz author Sara Rajaee author Parker Riley author Rachel Bawden author Philipp Koehn author Marine Carpuat author Tom Kocmi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zouhar-etal-2026-contrastive https://aclanthology.org/2026.wmt-main.47/ 2026-10 860 872 Findings of the WMT26 General Machine Translation Shared Task: Contrastive Dynamic Human Evaluation at Scale Tom Kocmi author Ekaterina Artemova author Eleftherios Avramidis author Rachel Bawden author Ondřej Bojar author Sergey Dukanov author Anton Dvorkovich author Mark Fishel author Markus Freitag author Samuel Frontull author Thamme Gowda author Roman Grundkiewicz author Barry Haddow author Stan Kharevich author Philipp Koehn author Zheng Li author Jean Maillard author Christof Monz author Alexander Murauski author Kenton Murray author Masaaki Nagata author Stefano Perrella author Martin Popel author Maja Popović author Lorenzo Proietti author Sara Rajaee author Parker Riley author Mariya Shmatova author Steinthór Steingrímsson author Lisa Yankovskaya author Vilem Zouhar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kocmi-etal-2026-findings https://aclanthology.org/2026.wmt-main.48/ 2026-10 873 923 Findings of the WMT26 Shared Task on Automated Translation Quality Evaluation Systems: Compact Open Models are Competitive Quality Evaluators Alon Lavie author Greg Hanneman author Stefano Perrella author Shuoyang Ding author Eleftherios Avramidis author Lorenzo Proietti author Chi-Kiu Lo author Ammon Shurtz author Chrysoula Zerva author Archchana Sindhujan author Vilem Zouhar author Diptesh Kanojia author Frederic Blain author Brian Thompson author Giorgos Filandrianos author Orfeas Menis Mastromichalakis author Tom Kocmi author Pranav Gupta author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 lavie-etal-2026-findings https://aclanthology.org/2026.wmt-main.49/ 2026-10 924 1023 Findings of the WMT26 Multilingual Instruction Shared Task: Small Models Are Not Yet Polyglots Patricia Schmidtova author Ekaterina Artemova author Seth Aycock author Niyati Bafna author Shobhit Banga author Manmeet Kaur author Tom Kocmi author Philipp Koehn author Danni Liu author Nam Luu author Sara Papi author Beatrice Savoldi author Mariya Shmatova author Hanuman Sidh author Evfrosiniya Zerminova author Vilem Zouhar author Maike Züfle author Pinzhen Chen author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 schmidtova-etal-2026-findings https://aclanthology.org/2026.wmt-main.50/ 2026-10 1024 1045 Findings of the WMT26 Terminology Translation Task: The Hard Part is Finding the Terms, Not Using Them Adrian Charkiewicz author Pinzhen Chen author Thierry Etchegoyhen author Harritxu Gete author Kamil Guttmann author Xu Huang author David Ponce author Artur Nowakowski author Frederic Odermatt author Arturo Oncevay author Dawei Zhu author Vilem Zouhar author Kirill Semenov author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 charkiewicz-etal-2026-findings https://aclanthology.org/2026.wmt-main.51/ 2026-10 1046 1079 Findings of the WMT 2026 Shared Task on Model Compression: No Free Lunch at Extreme Compression Thamme Gowda author Marco Gaido author Roman Grundkiewicz author Matteo Negri author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 gowda-etal-2026-findings https://aclanthology.org/2026.wmt-main.52/ 2026-10 1080 1090 Findings of WMT 2026 shared task on Low-resource Indic Languages Translation Partha Pakray author Santanu Pal author Advaitha Vetagiri author Kshetrimayum Boynao Singh author Sandeep Dash author Arnab Maji author Saralin Lyngdoh author Lenin Laitonjam author Anupam Jamatia author Ajit Das author Sunita Warjri author Uzzal Sharma author Koj Sambyo author Riyanka Manna author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pakray-etal-2026-findings https://aclanthology.org/2026.wmt-main.53/ 2026-10 1091 1116 Findings of the WMT 2026 Shared Task on Low-Resource Arabic-Asian Language Translation Sahinur Rahman Laskar author Firoj Alam author Bishwaraj Paul author Irfan Ahmad author Maya Silvi Lydia author Pankaj Dadure author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 laskar-etal-2026-findings https://aclanthology.org/2026.wmt-main.54/ 2026-10 1117 1130 Findings of the WMT26 Chinese–Southeast Asian Multilingual MT Shared Task Tianyu Dong author Ziyan Chen author Jingsong Liu author Shaolin Zhu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dong-etal-2026-findings https://aclanthology.org/2026.wmt-main.55/ 2026-10 1131 1137 Findings of the Second Shared Task for Creole Language Machine Translation, at WMT 2026 Nathaniel Robinson author Ruth-Ann Armstrong author Claire Bizon Monroc author Rasul Dent author Pranav Gupta author Raj Dabre author Andre Coy author Kenton Murray author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 robinson-etal-2026-findings https://aclanthology.org/2026.wmt-main.56/ 2026-10 1138 1158 Findings of the WMT 2026 Shared Task of the Open Language Data Initiative Laurie Burchell author David Dale author Jean Maillard author Idris Abdulmumin author Antonios Anastasopoulos author Isaac Caswell author Philipp Koehn author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 burchell-etal-2026-findings https://aclanthology.org/2026.wmt-main.57/ 2026-10 1159 1168 Findings of the WMT26 Video Subtitle Translation Shared Task: Context and Candidate Selection Matter Zheng Li author Mao Zheng author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 li-zheng-2026-findings https://aclanthology.org/2026.wmt-main.58/ 2026-10 1169 1179 Findings of the WMT 2026 Shared Task: Multitask LLMs with Limited Resources Shu Okabe author Marion Di Marco author Kathy Haemmerl author Daryna Dementieva author Lukas Edman author Marko Měškank author Anita Hendrichowa author Alexander Fraser author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 okabe-etal-2026-findings https://aclanthology.org/2026.wmt-main.59/ 2026-10 1180 1202 LiLa at WMT 2026 General MT Task: Exploring Beyond NMT and Learning the Limits of LLM Adaptation for Ligurian and Ladin Mirelle Bueno author Lucas Domingues author Samuel Frontull author Jean Maillard author Sushil Garg author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 bueno-etal-2026-lila https://aclanthology.org/2026.wmt-main.60/ 2026-10 1203 1212 SCIR-TG-MT’s Submission for the WMT 2026 General Machine Translation Task Xiayu Cao author Baohang Li author Zekun Yuan author Zekai Ye author Xiaocheng Feng author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 cao-etal-2026-scir https://aclanthology.org/2026.wmt-main.61/ 2026-10 1213 1220 GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT Marta Cozzini author Antoni Oliver author Gonzalo López-Sánchez author Mercè Vàzquez author Patricia Morales-Hurtado author Sergi Alvarez-Vidal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 cozzini-etal-2026-grial https://aclanthology.org/2026.wmt-main.62/ 2026-10 1221 1230 Dubformer at WMT26 General MT: Translating the Video, Not the Transcript Sergey Dukanov author Maria Tsyurupa author Anton Dvorkovich author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dukanov-etal-2026-dubformer https://aclanthology.org/2026.wmt-main.63/ 2026-10 1231 1234 Relay-MT: Multi-agent LLM Ensembling for Machine Translation – Samsung R&D Poland Submission for WMT2026 Adam Dobrowolski author Paweł Przybysz author Marcin Szymański author Paweł Przewłocki author Artur Janicki author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dobrowolski-etal-2026-relay https://aclanthology.org/2026.wmt-main.64/ 2026-10 1235 1247 Grammatist at WMT 2026 General MT Task: An Agentic LLM Framework for Machine Translation with Explicit Linguistic Knowledge Samuel Frontull author Jean Maillard author Christopher Haberland author Ruth Videsott author Stefano Lusito author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 frontull-etal-2026-grammatist https://aclanthology.org/2026.wmt-main.65/ 2026-10 1248 1257 HW-TSC’s Submission to the WMT 2026 General Machine Translation Track Yu He author Xiaoqing Lan author Daimeng Wei author Jiaxin Guo author Yuanchang Luo author Hengchao Shang author Zongyao Li author Jinlong Yang author Zhanglin Wu author Boqi Huang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 he-etal-2026-hw-tscs https://aclanthology.org/2026.wmt-main.66/ 2026-10 1258 1263 CUNI-MH and CUNI-EdUKate at the WMT26 General MT Shared Task Miroslav Hrabal author Josef Jon author Ondřej Bojar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hrabal-etal-2026-cuni https://aclanthology.org/2026.wmt-main.67/ 2026-10 1264 1270 CUNI-AR Team at WMT26 General Translation Task for Egyptian Arabic Josef Jon author Rawan Bondok author Miroslav Hrabal author Ondřej Bojar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 jon-etal-2026-cuni https://aclanthology.org/2026.wmt-main.68/ 2026-10 1271 1283 North Small Translate: Advanced Cost-Effective Translation (Cohere CAT+) Tom Kocmi author Alexandre Berard author Phil Blunsom author Samuel Cahyawijaya author Shaun Cassini author Ona De Gibert author Aidan Gomez author Nithya Govindarajan author Shun Kiyono author Olivia Lasche author Lawrence Rogers author Kelly Marchisio author Nikita Moghe author Yash More author Camila Moran-Hidalgo author Yiyang Nan author Michael Sachs author Trisha Starostina author Daan Van Stigt author Spencer Rarrick author Sebastian Vincent author Ivan Zhang author Nicholas Frosst author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kocmi-etal-2026-north https://aclanthology.org/2026.wmt-main.70/ 2026-10 1305 1317 AdaptiveMT at WMT26: A Controller–Executor–Reducer Agent Harness for Document-Level Translation Soyoung Lee author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 lee-2026-adaptivemt https://aclanthology.org/2026.wmt-main.71/ 2026-10 1318 1326 BSC Submission for WMT26 General Machine Translation Shared Task Audrey Mash author Jonathan Ayebakuro author Ella Bohman author Xixian Liao author Francesca De Luca Fornaciari author Maite Melero author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 mash-etal-2026-bsc https://aclanthology.org/2026.wmt-main.72/ 2026-10 1327 1343 RFMT at WMT 2026 General Translation Task Ryosuke Matsuda author Keito Kudo author Ryo Fujii author Takumi Ito author Makoto Morishita author Jun Suzuki author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 matsuda-etal-2026-rfmt https://aclanthology.org/2026.wmt-main.73/ 2026-10 1344 1371 MakotoAI at WMT26: Per-Pair Model Selection with Deterministic Output Normalization for the General Machine Translation Task Chris Nishihama author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 nishihama-2026-makotoai https://aclanthology.org/2026.wmt-main.74/ 2026-10 1372 1377 ReMova: Fine-tuning LLMs for English to Belarusian translation Mikita Pilinka author Aliaksandr Kliuyeu author David Samuel author Yves Scherrer author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pilinka-etal-2026-remova https://aclanthology.org/2026.wmt-main.75/ 2026-10 1378 1390 Apertium-sme-eng for WMT2026 shared task—creating new pair by crossing dictionaries and translating rules Flammie Pirinen author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pirinen-2026-apertium https://aclanthology.org/2026.wmt-main.76/ 2026-10 1391 1396 Yandex at WMT26: Translation Adaptation at 235B and Hard-Label Distillation to 8B Dmitrii Popov author Elizaveta Kozlova author Ekaterina Taracheva author Elizaveta Makhotina author Artem Mekhraliev author Miron Baratelia author Ekaterina Enikeeva author Nikolay Karpachev author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 popov-etal-2026-yandex https://aclanthology.org/2026.wmt-main.77/ 2026-10 1397 1404 Wayfinder: An Agentic Ensemble-and-Postcheck System for WMT26 GenMT Liangying Shao author Xinwei Wu author Yichong Huang author Jifang Wang author Ruoxi Xu author Ling Shi author Baosong Yang author Linlong Xu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 shao-etal-2026-wayfinder https://aclanthology.org/2026.wmt-main.78/ 2026-10 1405 1413 What a DRAG (it is being small): The AMI Submission to the WMT 2026 General Translation Shared Task Steinthór Steingrímsson author Sveinbjörn Thórdharson author Jón Dadason author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 steingrimsson-etal-2026-drag https://aclanthology.org/2026.wmt-main.79/ 2026-10 1414 1424 Krosny at WMT26 General Translation Task: Dictionary Augmentation and Iterative Refinement for English–Belarusian Translation Oksana Volchek author Vladislav Poritski author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 volchek-poritski-2026-krosny https://aclanthology.org/2026.wmt-main.80/ 2026-10 1425 1429 Lumen at WMT2026: Instruction-Specialized Translation via Quality-Aware Training and On-Policy Distillation Hao Wang author Yangyang Liu author Xiaohu Zhao author Heng Liu author Zifu Shang author Tianhao Li author Ruize Gao author Jialong Tang author Shiao Shao author Haoran Wei author Baosong Yang author Linlong Xu author Longyue Wang author Weihua Luo author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wang-etal-2026-lumen https://aclanthology.org/2026.wmt-main.81/ 2026-10 1430 1439 UvA-MT’s Participation in the WMT26 General Translation Shared Task Di Wu author Sergey Troshin author Wafaa Mohammed author Seth Aycock author Evgeniia Tokarchuk author Vlad Niculae author Christof Monz author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wu-etal-2026-uva https://aclanthology.org/2026.wmt-main.82/ 2026-10 1440 1446 QINGQIU-MT-9B: An Instruction-Following Multilingual Translation Model Tian Xia author Chao Chen author Mengpeng Yang author Jingxu Yang author Yabo Sun author Qiang Liu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 xia-etal-2026-qingqiu https://aclanthology.org/2026.wmt-main.83/ 2026-10 1447 1462 TRIVE: A Tri-Fusion Verified Translation Agent Mengpeng Yang author Tian Xia author Jingxu Yang author Chao Chen author Yabo Sun author Qiang Liu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yang-etal-2026-trive https://aclanthology.org/2026.wmt-main.84/ 2026-10 1463 1476 TransCore: The NewTranx Submission to the Constrained Track of the WMT26 General Machine Translation Shared Task Hao Yu author Ziyan Chen author Hongyu Zhao author Yulong Zhang author Xiaogang Wang author Kaiyu Huang author Degen Huang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yu-etal-2026-transcore https://aclanthology.org/2026.wmt-main.85/ 2026-10 1477 1483 KUEST: Korean game Usage Evaluation Suite for LLM Translation Minjoo Choi author Jaejun Jung author Gunwoo Han author Junhyeop Kim author Yiji Yoon author Hyemi Kim author Yeonseo Cho author Jinwoo Jang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 choi-etal-2026-kuest https://aclanthology.org/2026.wmt-main.86/ 2026-10 1484 1505 Terminology Resources as (MT) Benchmarks: Evaluation of Legal Terminology Challenges in German Language Varieties by EURAC Paolo Di Natale author Elena Chiocchetti author Natascia Ralli author Marlies Alber author Egon Stemle author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 di-natale-etal-2026-terminology https://aclanthology.org/2026.wmt-main.87/ 2026-10 1506 1532 Mind the Gap: Exposing LLM Translation Blind Spots Using the AlphaMWE Multilingual Parallel Corpus Lifeng Han author Jiahui Liang author Anna Latusek author Karim El Haff author Amal Haddad Haddad author Josua Höfgen author Kilian Evang author Min Ma author Maryia Zhyrko author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 han-etal-2026-mind https://aclanthology.org/2026.wmt-main.88/ 2026-10 1533 1554 Lost in Morphology at WMT26: A Korean-English Test Suite for LLM Translation Blind Spots Deun Sol Lee author Dae Woong Kim author Yun Ha Seo author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 lee-etal-2026-lost https://aclanthology.org/2026.wmt-main.89/ 2026-10 1555 1567 Evaluating Occupational Gender Bias and Male Default in Turkish-to-English Machine Translation Yusuf Öztop author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 oztop-2026-evaluating https://aclanthology.org/2026.wmt-main.90/ 2026-10 1568 1576 Translating Syntactic Structures: An English-Icelandic Test Suite for Syntactic Divergence Einar Sigurdsson author Steinthór Steingrímsson author Bjarki Ármannsson author Atli Jasonarson author Helga Svala Sigurdardottir author Jón Markússon author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sigurdsson-etal-2026-translating https://aclanthology.org/2026.wmt-main.91/ 2026-10 1577 1593 “I’m Sorry, I Can’t Translate That”: A Challenge Set for Refusal to Translate, Overgeneration and Hallucination in LLM Translation Systems Lisa Vasileva author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 vasileva-2026-im https://aclanthology.org/2026.wmt-main.92/ 2026-10 1594 1601 Finding the Gaps in LLM Translation with CoST Saumitra Yadav author Ananya Mukherjee author Manish Shrivastava author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yadav-etal-2026-finding https://aclanthology.org/2026.wmt-main.93/ 2026-10 1602 1614 Phrase at WMT26 Automated MT Evaluation Task Alan Eckhardt author Ondrej Glembek author Craig Stewart author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 eckhardt-etal-2026-phrase https://aclanthology.org/2026.wmt-main.94/ 2026-10 1615 1623 FECE: A Challenge Set for Evaluating Fine-Grained Translation Error Correction Jie Ding author Xiangyu Duan author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ding-duan-2026-fece https://aclanthology.org/2026.wmt-main.95/ 2026-10 1624 1637 Pterodactyl: Pushing the Limits of Efficient Automated Translation Evaluation Evelyn Garland author Carola Berger author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 garland-berger-2026-pterodactyl https://aclanthology.org/2026.wmt-main.96/ 2026-10 1638 1643 AGGREE: An Aggregation-Grounded Challenge Set for Segment-Level MT Metric Evaluation Lena Griesbeck author Michaela Geierhos author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 griesbeck-geierhos-2026-aggree https://aclanthology.org/2026.wmt-main.97/ 2026-10 1644 1651 CUNI at the WMT26 Automated MT Evaluation Shared Task Miroslav Hrabal author Ondřej Bojar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hrabal-bojar-2026-cuni https://aclanthology.org/2026.wmt-main.98/ 2026-10 1652 1657 HUFS-DILAB at WMT 2026 Automated Translation Quality Evaluation Task 1: Language-Pair Prompt Routing for Error Span Annotation Jisoo Jang author Haewon Cho author Seungtaek Choi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 jang-etal-2026-hufs https://aclanthology.org/2026.wmt-main.99/ 2026-10 1658 1666 PragmaSpan at WMT26: Taxonomy-Guided Few-Shot Error Span Detection and an Empirical Analysis of MPP Soyoung Lee author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 lee-2026-pragmaspan https://aclanthology.org/2026.wmt-main.101/ 2026-10 1678 1688 Benchmarking Gender Bias in Machine Translation Evaluation Metrics across Occupations Orfeas Menis Mastromichalakis author Giorgos Filandrianos author Wafaa Mohammed author Giuseppe Attanasio author Chrysoula Zerva author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 menis-mastromichalakis-etal-2026-benchmarking https://aclanthology.org/2026.wmt-main.102/ 2026-10 1689 1699 Translation Metrics Cannot Judge What Their Tokeniser Deletes: LIGATUR and AEGIS Submissions to the WMT26 Shared Task on Automated Translation Quality Evaluation Animesh Mishra author Krishang Sharma author Sonia Khetarpaul author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 mishra-etal-2026-translation https://aclanthology.org/2026.wmt-main.103/ 2026-10 1700 1710 Algebras FluencyScore at WMT26 Automated Translation Quality Evaluation Airana Mongush author Dmitrii Pukhov author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 mongush-pukhov-2026-algebras https://aclanthology.org/2026.wmt-main.104/ 2026-10 1711 1715 Vertical: Quality Estimation of Machine Translation from Université Grenoble Alpes Mariam Nakhlé author Raheel Qader author Marco Dinarelli author Hervé Blanchon author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 nakhle-etal-2026-vertical https://aclanthology.org/2026.wmt-main.105/ 2026-10 1716 1722 Post-hoc Correction of Machine Translation Error Span Predictions Benjamin Pong author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pong-2026-post https://aclanthology.org/2026.wmt-main.106/ 2026-10 1723 1729 Leveraging Verbalized Confidence in LLM-as-a-Judge for Automated Translation Quality Evaluation Richard Servajean author Mohammad Golam Sohrab author Lucie Kunitomo-Jacquin author Matiss Rikters author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 servajean-etal-2026-leveraging https://aclanthology.org/2026.wmt-main.107/ 2026-10 1730 1738 Reference-Free Consensus Evaluation of Machine Translation: Ensembling LLM Error-Span Judgments with Neutral Cross-Verification and STAPLE Reliability Fusion Assaf Siani author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 siani-2026-reference https://aclanthology.org/2026.wmt-main.108/ 2026-10 1739 1744 QEbreak at WMT26: A Pre-Registered Audit of Omission and Addition Asymmetry in Machine Translation Quality Metrics Maksim Silchenko author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 silchenko-2026-qebreak https://aclanthology.org/2026.wmt-main.109/ 2026-10 1745 1756 SpinPop: A Fast Spin Metric for the WMT26 Metrics Shared Task Jia Xu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 xu-2026-spinpop https://aclanthology.org/2026.wmt-main.110/ 2026-10 1757 1762 Beyond Rankings: Insights from ALTAE’s PTT-MULTITAN Submission to the WMT 2026 Shared Task on Automated Translation Quality Evaluation Systems Lichao Zhu author Maria Zimina-Poirot author Nicolas Froeliger author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zhu-etal-2026-beyond-rankings https://aclanthology.org/2026.wmt-main.111/ 2026-10 1763 1771 RWS at WMT26 Terminology Translation Task Jon Cambra Guinea author Andrea Alfieri author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 cambra-guinea-alfieri-2026-rws https://aclanthology.org/2026.wmt-main.112/ 2026-10 1772 1778 UniOR-MT: An Agentic Pipeline for Terminology Translation Antonio Castaldo author Giulia Speranza author Maria Carmen Staiano author Petra Giommarelli author Johanna Monti author Maria Pia Di Buono author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 castaldo-etal-2026-unior https://aclanthology.org/2026.wmt-main.113/ 2026-10 1779 1790 Agenteak: A Multi-Agent Pipeline for Terminology-Constrained Spanish-Basque Translation Jurgi Giraud author Andrew Gargett author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 giraud-gargett-2026-agenteak https://aclanthology.org/2026.wmt-main.114/ 2026-10 1791 1800 HW-TSC’s Submission to the WMT26 Terminology Translation Shared Task Boqi Huang author Daimeng Wei author Jiaxin Guo author Yuanchang Luo author Hengchao Shang author Zongyao Li author Jinlong Yang author Zhanglin Wu author Yu He author Xiaoqing Lan author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 huang-etal-2026-hw-tscs https://aclanthology.org/2026.wmt-main.115/ 2026-10 1801 1806 SalamandraTA at WMT 2026 Terminology Shared Task: Hard Examples Are Better Teachers Xixian Liao author Maite Melero author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 liao-melero-2026-salamandrata https://aclanthology.org/2026.wmt-main.116/ 2026-10 1807 1818 GRIAL-TA participation in the WMT26 Terminology Shared Task Gonzalo López-Sánchez author Antoni Oliver author Marta Cozzini author Mercè Vàzquez author Patricia Morales-Hurtado author Sergi Alvarez-Vidal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 lopez-sanchez-etal-2026-grial https://aclanthology.org/2026.wmt-main.117/ 2026-10 1819 1829 STaR-MT: Select, Translate, and Revise Pipeline for Terminology Aware Machine Translation Guilherme Marchetti author Gil Rocha author Henrique Lopes Cardoso author Rui Sousa-Silva author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 marchetti-etal-2026-star https://aclanthology.org/2026.wmt-main.118/ 2026-10 1830 1839 TARL: A Terminology-Aware Agentic Repair Loop for Language-Agnostic Translation Shivam Mhaskar author Vrunda Sukhadia author Anurag Deshmukh author Manan Sharma author Pawan Rajpoot author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 mhaskar-etal-2026-tarl https://aclanthology.org/2026.wmt-main.119/ 2026-10 1840 1848 CUNI-ÚFAL at the WMT26 Terminology Translation Task Aleš Manuel Papáček author Tomáš Sourada author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 papacek-sourada-2026-cuni https://aclanthology.org/2026.wmt-main.120/ 2026-10 1849 1859 Tilde’s Submission for the WMT2026 Shared Task on Terminology Translation Marcis Pinnis author Martins Kronis author Emils Grims author Ervins Jakovelis author Roberts Rozis author Toms Bergmanis author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pinnis-etal-2026-tildes https://aclanthology.org/2026.wmt-main.121/ 2026-10 1860 1872 UniVie-HAITrans at WMT26 Terminology Translation Task: Terminology-Guided Data Filtering and Few-Shot Fine-Tuning for Lightweight LLMs Miguel Angel Rios Gaona author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 gaona-2026-univie https://aclanthology.org/2026.wmt-main.122/ 2026-10 1873 1880 STRA-MT: Deterministic Terminology Control for Document-Level Machine Translation Vania Velda author Yigyu Hwang author Yongho Kim author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 velda-etal-2026-stra https://aclanthology.org/2026.wmt-main.123/ 2026-10 1881 1891 TaT at WMT26 Terminology Translation Shared Task Fan Zhang author Tu Mei author Zhang Mengchao author Jinting Wu author Bowen Zhang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zhang-etal-2026-tat https://aclanthology.org/2026.wmt-main.124/ 2026-10 1892 1898 A Monolingual LoRA-Tuned Qwen2.5-3B System for Arabic Context-Based Question Answering Hasan Alkhder author Maria Hanini author Imane Hocine author Maher Pasa author Amro Najjar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 alkhder-etal-2026-monolingual https://aclanthology.org/2026.wmt-main.125/ 2026-10 1899 1905 Laniqo at WMT26 Multilingual Instruction Shared Task (MIST): Full-Parameter Knowledge Distillation with Task-Conditional Pivot Decoding Under a 10B-Parameter Constraint Adrian Charkiewicz author Artur Nowakowski author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 charkiewicz-nowakowski-2026-laniqo https://aclanthology.org/2026.wmt-main.126/ 2026-10 1906 1916 SentinelQA: Task-Level Routing and Output Verification for Multilingual Instruction Following Asher Egerton-Idehen author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 egerton-idehen-2026-sentinelqa https://aclanthology.org/2026.wmt-main.127/ 2026-10 1917 1924 TUM-Heilbronn: WMT26 Multilingual Instruction Shared Task Jen-Chien Hou author Tsedeniya Kinfe Temesgen author Alexander Fraser author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hou-etal-2026-tum https://aclanthology.org/2026.wmt-main.128/ 2026-10 1925 1932 Probe Before you Answer! Answerability Probing for Abstention in Cross-Lingual Context-Based Question Answering Lea Krause author Stefan Schouten author Michiel Van Der Meer author Piek Vossen author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 krause-etal-2026-probe https://aclanthology.org/2026.wmt-main.129/ 2026-10 1933 1948 CUNI-UFAL at WMT26 Multilingual Instruction Shared Task Aleš Manuel Papáček author Patricia Schmidtova author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 papacek-schmidtova-2026-cuni https://aclanthology.org/2026.wmt-main.130/ 2026-10 1949 1958 PSK at WMT 2026 MIST: Task-Specialized QLoRA Adapters for Multilingual Summarization and Question Answering Srikar Kashyap Pulipaka author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 pulipaka-2026-psk-wmt https://aclanthology.org/2026.wmt-main.131/ 2026-10 1959 1964 Task-Preserving Multilingual Instruction Tuning for Open-Ended QA at WMT 2026 MIST Aleix Sant author Jordi Luque Serrano author Carlos Escolano Peinado author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sant-etal-2026-task https://aclanthology.org/2026.wmt-main.132/ 2026-10 1965 1972 COMET Sensitivity-Guided Mixed Precision Quantization for the WMT26 Model Compression Task Angad Ripudaman Singh Bajwa author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 bajwa-2026-comet https://aclanthology.org/2026.wmt-main.133/ 2026-10 1973 1978 Importance-Guided Structural Pruning of Aya Expanse 8B and Gemma-3-12B for English–Chinese Machine Translation Havish Balaga author Anish Racherla author Kolupoti Kiran author Saumitra Yadav author Manish Shrivastava author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 balaga-etal-2026-importance https://aclanthology.org/2026.wmt-main.134/ 2026-10 1979 1985 Pare4Bit: Quantization, Depth Pruning, and Model Selection for the WMT26 Model Compression Task Nail Fakhrutdinov author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 fakhrutdinov-2026-pare4bit https://aclanthology.org/2026.wmt-main.135/ 2026-10 1986 1990 Quantize, Qualify, Rerank: A Recipe for Compressing LLMs Without Losing Quality Thamme Gowda author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 gowda-2026-quantize https://aclanthology.org/2026.wmt-main.136/ 2026-10 1991 1998 WMT26 Model Compression Task: Quantising and Distilling TildeOpen Martins Kronis author Toms Bergmanis author Ingus Pretkalniņš author Marcis Pinnis author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kronis-etal-2026-wmt26 https://aclanthology.org/2026.wmt-main.137/ 2026-10 1999 2008 ESTS at WMT26: Routing-Informed Expert Pruning for Model Compression Liu Martin author Lucas Bandarkar author Nanyun Peng author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 martin-etal-2026-ests https://aclanthology.org/2026.wmt-main.138/ 2026-10 2009 2016 TMU-onono at WMT26: DiBA-Based Model Compression for Czech-to-German Machine Translation Nobutaka Ono author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ono-2026-tmu https://aclanthology.org/2026.wmt-main.139/ 2026-10 2017 2024 Layer-Aware Native Quantization for Compact Machine Translation: A WMT26 English-to-Chinese Submission Alonso Palomino author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 palomino-2026-layer https://aclanthology.org/2026.wmt-main.140/ 2026-10 2025 2029 Tiny Titans at WMT26: Task-Calibrated Quantization and Activation-Aware Low-Rank Compression of Gemma 3 12B Vania Raya-Rios author Aleksandr Klimchuk author Nicolas Cuadrado Avila author Ivo Gollini Navarrete author Samuel Horvath author Martin Takác author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 raya-rios-etal-2026-tiny https://aclanthology.org/2026.wmt-main.141/ 2026-10 2030 2037 Vicomtech@WMT 2026: Mask-based Pruning for Model Compression David Ponce author Thierry Etchegoyhen author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ponce-etchegoyhen-2026-vicomtech https://aclanthology.org/2026.wmt-main.142/ 2026-10 2038 2050 The ILSP/ARC submission to the WMT26 Model Compression Task Sokratis Sofianopoulos author Prokopis Prokopidis author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sofianopoulos-prokopidis-2026-ilsp https://aclanthology.org/2026.wmt-main.143/ 2026-10 2051 2060 FBK’s Submission to WMT26 Model Compression Task: Improving Inference Speed for Quantized Models Dhairya Suman author Luisa Bentivogli author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 suman-bentivogli-2026-fbks https://aclanthology.org/2026.wmt-main.144/ 2026-10 2061 2066 LTRC_Plural: Better Data and Better Rewards for Low-Resource Indic MT Vishnuraj A author Yuvrajsinh Bodana author Heli Hingrajiya author Priyanka Dasari author Parameswari Krishnamurthy author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 a-etal-2026-ltrc https://aclanthology.org/2026.wmt-main.145/ 2026-10 2067 2077 ADI-IITP: Reward-Guided Preference Optimization for Low-Resource English-Assamese Machine Translation Aditya Aditya author Asif Ekbal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 aditya-ekbal-2026-adi https://aclanthology.org/2026.wmt-main.146/ 2026-10 2078 2085 BVSLP: Enhancing Machine Translation through NMT Fine-Tuning, Back-Translation, and LLM-Assisted Synthetic Data Generation Palak Arora author Adhikarimayum Sharma author Mrityunjaya Indoria author Keneiwenuo Lhoungu author Lalthafamkimi Lalthafamkimi author Bharti Nathani author Nisheeth Joshi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 arora-etal-2026-bvslp https://aclanthology.org/2026.wmt-main.147/ 2026-10 2086 2093 EROL: Transformer-Based Multilingual Translation for Northeastern Indian Language Pairs Laishram Thoibisana Devi author Grace Lee author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 devi-lee-2026-erol https://aclanthology.org/2026.wmt-main.148/ 2026-10 2094 2100 NLP-MT_Amrita: A RL-Inspired GRPO based Agentic RAG Framework for Manipuri and Bodo Kuruva Divya Sree author Deepa Gupta author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 divya-sree-gupta-2026-nlp https://aclanthology.org/2026.wmt-main.149/ 2026-10 2101 2110 gators: BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian Languages Aashish Dhawan author Christopher Driggers-Ellis author Dzmitry Kasinets author Christan Grant author Zhe Wang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 dhawan-etal-2026-gators https://aclanthology.org/2026.wmt-main.150/ 2026-10 2111 2123 AkibaNLP-TUT: Improving Low-Resource Machine Translation via Language-Specific and Length-Adaptive Noise Injection Takumi Kachi author Tomoyosi Akiba author Hajime Tsukada author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 kachi-etal-2026-akibanlp https://aclanthology.org/2026.wmt-main.151/ 2026-10 2124 2134 TIP-RBG-AI: Overcoming Orthographic Discrepancies via Algorithmic Translinear Pipelines and Phylogenetic Script Mapping Barathi Ganesh Hb author Michal Ptaszynski author Meenakshi Sharma author Jairam R author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hb-etal-2026-tip https://aclanthology.org/2026.wmt-main.152/ 2026-10 2135 2145 MTG-LIRA: Scaling Neural Machine Translation for Low-Resource Indian Languages through Multilingual Learning and Synthetic Data Vedarth Hede author Neha Gupta author Harish Bapat author Harsh Ekbote author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hede-etal-2026-mtg https://aclanthology.org/2026.wmt-main.153/ 2026-10 2146 2153 PANINI: Improving Low-Resource English-Manipuri Translation in Two Scripts via rsLoRA and Three-Stream Self-Augmentation Rudali Huidrom author Vikas Kumar author Hoomexsun Pangsatabam author Pinaki Das author K Kabi Khanganba author Nongmaithem Zeno author Nicholas Khumukcham author Mangalton Okram author Justice Konjengbam author Sai Jamalpoor author Alex Khangembam author Anand Konjengbam author Vikram Goyal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 huidrom-etal-2026-panini https://aclanthology.org/2026.wmt-main.154/ 2026-10 2154 2162 ANVITA : Machine Translation System for Low-resource Indian Languages - Khasi, Nagamese and Tagin Siva J author Daneshwari Kankanwadi author Abhinav Gugulothu author Biswajit Paul author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 j-etal-2026-anvita https://aclanthology.org/2026.wmt-main.155/ 2026-10 2163 2172 SCE-KIIT: Fine-Tuning NLLB-200 for English-Nagamese Translation Agniva Maiti author Aarsh Muley author Sovan Sahoo author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 maiti-etal-2026-sce https://aclanthology.org/2026.wmt-main.156/ 2026-10 2173 2182 SCE-KIIT: KokLLaMA: Cross-Task Adaptation for Low-Resource English–Kokborok Translation Agniva Maiti author Aarsh Muley author Sovan Sahoo author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 maiti-etal-2026-sce-kiit https://aclanthology.org/2026.wmt-main.157/ 2026-10 2183 2192 KrenTransV0.1: Multi-Model Routing and Reranking for Low-Resource Northeast Indian Translation Badal Nyalang author Riya Tekcham author Biman Debbarma author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 nyalang-etal-2026-krentransv0 https://aclanthology.org/2026.wmt-main.158/ 2026-10 2193 2198 DELAB-IIITM WMT26: Full Fine-Tuning and LoRA-Based Adaptation for English-to-Low-Resource Indic Translation Dingku Oinam author Navanath Saharia author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 oinam-saharia-2026-delab https://aclanthology.org/2026.wmt-main.159/ 2026-10 2199 2206 Decepticons-IIITH : Morphology-Aware Lexicon Filtering of Back-Translated Data for Low-Resource English-to-Indic Translation Soujanya Rao author Sakhil Taneja author Krishna Chaitanya author Radhika Mamidi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 rao-etal-2026-decepticons https://aclanthology.org/2026.wmt-main.160/ 2026-10 2207 2212 Winterpeg: Do Neural Cellular Automata Help Where Pretraining Ends? Sujay Rittikar author Sheela Ramanna author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 rittikar-ramanna-2026-winterpeg https://aclanthology.org/2026.wmt-main.161/ 2026-10 2213 2222 An LLM-Driven Pipeline for Extremely Low-Resource English-to-Indic Translation — From Vocabulary Injection to Post-Training and Decoding Lu Ruan author Shaoying Jia author Fan Ning author Wei Wang author Zhengzhen Cai author Fei Hu author Heng Hu author Chenzi Wang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ruan-etal-2026-llm https://aclanthology.org/2026.wmt-main.162/ 2026-10 2223 2230 JH_NLP_APAShreya2: LoRA Fine-Tuning of NLLB-200 for English–Manipuri Machine Translation at WMT 2026 Aparajita Sinha author Monika Agarwal author Shreya Bhat author Shreya Bonal author Aryan Agrahari author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sinha-etal-2026-jh https://aclanthology.org/2026.wmt-main.163/ 2026-10 2231 2238 BRS-NK: Bidirectional Finetuning of NLLB-200 for Low-Resource Indic Languages: Assamese-English and Bodo-English Machine Translation Bipesh Subedi author Nischal Karki author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 subedi-karki-2026-brs https://aclanthology.org/2026.wmt-main.164/ 2026-10 2239 2246 RozarNLP-cr7 at WMT 2026: LoRA-Fine-Tuned NLLB for Low-Resource Machine Translation in Northeastern Indian Languages Suyash Yadav author Utkarsh Chaudhary author Alapan Kuila author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yadav-etal-2026-rozarnlp https://aclanthology.org/2026.wmt-main.165/ 2026-10 2247 2254 FARABI at WMT 2026: Post-Hoc Channel Controllers for Low-Resource Arabic–Asian Machine Translation Farizeh Aldabbas author Zyad Altahan author Hossam Elsafty author Rafet Sifa author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 aldabbas-etal-2026-farabi https://aclanthology.org/2026.wmt-main.166/ 2026-10 2255 2265 OpenBracket at WMT 2026: COMET-MBR System Combination over Arabic-Native and Multilingual Models for Low-Resource Arabic-English Translation Abrar Alotaibi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 alotaibi-2026-openbracket https://aclanthology.org/2026.wmt-main.167/ 2026-10 2266 2272 BVSLP at WMT 2026: An Empirical Study of Multilingual Transfer for Low-Resource Arabic-Centric Translation Palak Arora author Syed Ahmed author Mansi Jangid author Bharti Nathani author Nisheeth Joshi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 arora-etal-2026-bvslp-wmt https://aclanthology.org/2026.wmt-main.168/ 2026-10 2273 2279 MAGADIR at WMT 2026: Cross-System QE Re-ranking and Entity-Aware Selection for Low-Resource Arabic-English Translation Hossam Boudraa author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 boudraa-2026-magadir https://aclanthology.org/2026.wmt-main.169/ 2026-10 2280 2297 NCI-MT at WMT 2026: A Quality-Gated Cascade for Low-Resource Arabic-Asian Machine Translation Satarupa Deb author Prashanth Nayak author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 deb-nayak-2026-nci https://aclanthology.org/2026.wmt-main.170/ 2026-10 2298 2303 MTG-LIRA at WMT 2026: Data-Centric Arabic-Hindi Machine Translation through Corpus Augmentation, Synthetic Parallel Data Generation and Transformer Models. Vedarth Hede author Neha Gupta author Harish Bapat author Harsh Ekbote author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 hede-etal-2026-mtg-lira https://aclanthology.org/2026.wmt-main.171/ 2026-10 2304 2310 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 author Arindam Adhikari author Priyobroto Acharya author Dipankar Das author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 jana-etal-2026-indicmt https://aclanthology.org/2026.wmt-main.172/ 2026-10 2311 2317 NERDS-NITS at WMT2026: Pivot-Based and Direct Neural Machine Translation for Arabic–Asian Low-Resource Language Pairs Misbahul Karim author Faruk Ahmed author Mishbahul Islam author Sahinur Laskar author Rabul Laskar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 karim-etal-2026-nerds https://aclanthology.org/2026.wmt-main.173/ 2026-10 2318 2323 NITM AI Lab at WMT 2026 Shared Task: Low-Resource Arabic-Asian Language Translation Nabin Koirala author Rhythm Bhetwal author Nurul Choudhury author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 koirala-etal-2026-nitm https://aclanthology.org/2026.wmt-main.174/ 2026-10 2324 2328 NLP-IIT Patna at WMT 2026: Corpus-Driven Adaptation of Multilingual MT Models for Low-Resource Arabic–Asian Machine Translation Pushkar Sharma author Mo Ahtasam author Kshetrimayum Boynao Singh author Deepak Kumar author Asif Ekbal author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 sharma-etal-2026-nlp https://aclanthology.org/2026.wmt-main.175/ 2026-10 2329 2337 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 author Anish Vishwakarma author Brijmohan Sahu author Ashwani Kumar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 singh-etal-2026-upes https://aclanthology.org/2026.wmt-main.176/ 2026-10 2338 2343 Code & Corpus at WMT 2026: Checkpoint-Pool Minimum Bayes Risk Decoding for Arabic-Hindi and Arabic-Bangla Translation Raman Yadav author Alapan Kuila author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yadav-kuila-2026-code https://aclanthology.org/2026.wmt-main.177/ 2026-10 2344 2350 SLPG_FJWU at WMT 2026: Domain Adapted Augmentation for Low-Resource Arabic-Asian Language Translation Shomaiza Zafar author Sadaf Abdul Rauf author Sheema Firdous author Muhammad Munir author Nadeem Fakhar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zafar-etal-2026-slpg https://aclanthology.org/2026.wmt-main.178/ 2026-10 2351 2359 An LLM-Driven Pipeline for Extremely Low-Resource English-to-Indic Translation — From Vocabulary Injection to Post-Training and Decoding Lu Ruan author Shaoying Jia author Fan Ning author Wei Wang author Zhengzhen Cai author Fei Hu author Heng Hu author Chenzi Wang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ruan-etal-2026-llm-driven https://aclanthology.org/2026.wmt-main.179/ 2026-10 2360 2367 ASEAN-8B: A Prompted Qwen3.5-9B System for Chinese–Southeast Asian Web Translation Wen Haobin author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 haobin-2026-asean https://aclanthology.org/2026.wmt-main.180/ 2026-10 2368 2373 Jiutian-MT-8B at WMT26: Faithfulness-First Training for Chinese-Southeast Asian Translation Meng Su author Jian Liu author Youxuan Fang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 su-etal-2026-jiutian https://aclanthology.org/2026.wmt-main.181/ 2026-10 2374 2378 Xiaoyu-MT: Kunming University of Science and Technology at WMT 2026 Chinese-Southeast Asian Multilingual MT Task Zhenhan Wang author Fengzhao Fan author Yuxin Huang author Kaiwen Tan author Zhengtao Yu author Shengxiang Gao author Cunli Mao author Siqi Zhang author Shuting Jiang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wang-etal-2026-xiaoyu https://aclanthology.org/2026.wmt-main.182/ 2026-10 2379 2388 A Direction-Specialized System for WMT26 Chinese-Southeast Asian Multilingual Machine Translation Xiaojing Yan author Rile Hu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yan-hu-2026-direction https://aclanthology.org/2026.wmt-main.183/ 2026-10 2389 2396 Hy-MT2-1.8B for WMT26: Staged Multilingual Adaptation for Chinese–Southeast Asian Translation Ma Ziwei author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ziwei-2026-hy https://aclanthology.org/2026.wmt-main.184/ 2026-10 2397 2404 HT WMT 2026 CreoleMT System Description: Learning Hierarchies for Low-Resource Creole Language Identification Ananya Ayasi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ayasi-2026-ht https://aclanthology.org/2026.wmt-main.185/ 2026-10 2405 2413 Enhancing Cultural Awareness for Haitian Creole Machine Translation Tabitha Bellune author Ngoc Tan Le author Fatiha Sadat author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 bellune-etal-2026-enhancing https://aclanthology.org/2026.wmt-main.186/ 2026-10 2414 2420 ChapsVision (CHV) at WMT 2026 CreoleMT: Shifting Creole MT from Train-Time to Test-Time Compute for Haitian Creole Louis Jourdain author Aurélie Pradelles author Nasredine Semmar author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 jourdain-etal-2026-chapsvision https://aclanthology.org/2026.wmt-main.187/ 2026-10 2421 2447 GMU WMT 2026 CreoleMT System Description Chutong Meng author Antonios Anastasopoulos author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 meng-anastasopoulos-2026-gmu https://aclanthology.org/2026.wmt-main.188/ 2026-10 2448 2454 The University of Melbourne WMT 2026 CreoleMT Submission: A Domain-Balanced Approach to Low-Resource Pacific Creole Machine Translation Raphael Merx author Nick Thieberger author Ekaterina Vylomova author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 merx-etal-2026-university https://aclanthology.org/2026.wmt-main.189/ 2026-10 2455 2462 KYX WMT 2026 CreoleMT System Description: A Contamination- and Orthography-Aware Evaluation for Réunion Creole to English Yusuf Öztop author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 oztop-2026-kyx https://aclanthology.org/2026.wmt-main.190/ 2026-10 2463 2470 Gwo-K Kreyol Classifier: Rock Pidgins (RP) Submission to the WMT 2026 CreoleMT Language Identification Shared Task Emmett Strickland author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 strickland-2026-gwo https://aclanthology.org/2026.wmt-main.191/ 2026-10 2471 2475 A Human-Translated FLORES+ Dataset for Chakma Language Firoz Ahmed author Dinalo Chakma author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ahmed-chakma-2026-human https://aclanthology.org/2026.wmt-main.192/ 2026-10 2476 2481 Measuring the Cost of Variety Conflation in Multilingual MT Evaluation: Adding Mozambican Xichangana, Nyanja and Sena to FLORES+ Felermino Dario Mario Ali author Delfina Mateus author Manuel Mangue author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ali-etal-2026-measuring-cost https://aclanthology.org/2026.wmt-main.193/ 2026-10 2482 2492 Adding ciofs and ciüfs to BOUQuET: Benchmark Extension to Ladin Samuel Frontull author Lara Castlunger author Maximilian Oberhollenzer author Karin Comploj author Ruth Videsott author Robert Sama author Gabriel Perathoner author Carlo Zoli author Paul Videsott author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 frontull-etal-2026-adding https://aclanthology.org/2026.wmt-main.194/ 2026-10 2493 2504 Expanding Chechen Machine Translation Resources: SMOL, BOUQuET, and WMT24++ Extensions Vladislav Grigorian author Abu-Viskhan Umishov author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 grigorian-umishov-2026-expanding https://aclanthology.org/2026.wmt-main.195/ 2026-10 2505 2509 Closing the Resource Gap for Tigre: A Diaspora-Sourced English–Tigre Parallel Dataset for SMOL Beshir Ibrahim author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ibrahim-2026-closing https://aclanthology.org/2026.wmt-main.196/ 2026-10 2510 2516 A French Version of the SmolSent Corpus Malik Marmonier author Rachel Bawden author Benoît Sagot author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 marmonier-etal-2026-french https://aclanthology.org/2026.wmt-main.197/ 2026-10 2517 2526 A Savoyard Version of the FLORES+ Corpus Malik Marmonier author Alain Favre author Benoît Sagot author Rachel Bawden author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 marmonier-etal-2026-savoyard https://aclanthology.org/2026.wmt-main.198/ 2026-10 2527 2546 FIÙR: A Benchmark Dataset for Eastern Lombard Machine Translation Edoardo Signoroni author Pavel Rychly author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 signoroni-rychly-2026-fiur https://aclanthology.org/2026.wmt-main.199/ 2026-10 2547 2560 Script Matters: Benchmarking Open-Source Machine Translation for Manipuri in Meetei-Mayek and Bengali Script Kshetrimayum Boynao Singh author Asif Ekbal author Partha Pakray author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 singh-etal-2026-script https://aclanthology.org/2026.wmt-main.200/ 2026-10 2561 2570 The Croatian Dataset Seed Submission to the WMT26 Open Language Data Initiative Shared Task Dragana Zundanović author Hrvoje Leventić author Dragana Božić Lenard author Krešimir Romić author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zundanovic-etal-2026-croatian https://aclanthology.org/2026.wmt-main.201/ 2026-10 2571 2583 QwenSub-MT Framework for WMT 2026 Video Subtitle Translation Palak Arora author Mansi Jangid author Bharti Nathani author Nisheeth Joshi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 arora-etal-2026-qwensub https://aclanthology.org/2026.wmt-main.202/ 2026-10 2584 2591 SubVision@WMT26: QLoRA Fine-Tuning of Hy-MT2-1.8B for Chinese to English Video Subtitle Translation Prajwal Ghimire author Aashish Mahato author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 ghimire-mahato-2026-subvision https://aclanthology.org/2026.wmt-main.203/ 2026-10 2592 2607 Laniqo at WMT26 Video Subtitle Translation Shared Task: Multi-Objective Fusion of Pareto-Optimal Candidates Kamil Guttmann author Artur Nowakowski author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 guttmann-nowakowski-2026-laniqo https://aclanthology.org/2026.wmt-main.204/ 2026-10 2608 2615 paramanandaAI@WMT26 Video Subtitle Translation: QLoRA Fine-Tuning with Test-Time Metadata Prompting Shiv Saud author Sundeep Dawadi author Sunil Regmi author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 saud-etal-2026-paramanandaai https://aclanthology.org/2026.wmt-main.205/ 2026-10 2616 2622 ~rupiah at WMT26: Training-Free Context-Aware Subtitle Translation with QE Selection Pieter Yudhistira author Sayyidah Azzahra author Dzaki Malik author Tirana Noor Fatyanosa author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yudhistira-etal-2026-rupiah https://aclanthology.org/2026.wmt-main.206/ 2026-10 2623 2630 Full-Video Context and Anonymous Candidate Selection for WMT26 Video Subtitle Translation Jianfeng Wu author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 wu-2026-full https://aclanthology.org/2026.wmt-main.207/ 2026-10 2631 2636 A Translator–Critic System for Chinese-to-English Subtitle Translation Aaryan Yekkisetty author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yekkisetty-2026-translator https://aclanthology.org/2026.wmt-main.208/ 2026-10 2637 2651 One Model, Five Tasks, Two RTX 3090 GPUs: The HSE System for the Sorbian Track of WMT26 Multitask LLMs with Limited Resources Michael Diskin author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 diskin-2026-one https://aclanthology.org/2026.wmt-main.209/ 2026-10 2652 2661 HeyBusan at WMT26: A System for the Sorbian Track Mikhail Khasykov author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 khasykov-2026-heybusan https://aclanthology.org/2026.wmt-main.210/ 2026-10 2662 2667 Getting More from Small LLMs and Limited Data: Fuzzy-Match Retrieval and Candidate Scoring for Multitask Sorbian NLP Thomas Moerman author Arda Tezcan author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 moerman-tezcan-2026-getting https://aclanthology.org/2026.wmt-main.211/ 2026-10 2668 2681 TUMHN@WMT2026: LLMs with Limited Resources for Slavic Languages Tsedeniya Kinfe Temesgen author Sinan Kurtyigit author Alexander Fraser author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 temesgen-etal-2026-tumhn https://aclanthology.org/2026.wmt-main.212/ 2026-10 2682 2688 Zolint at WMT 2026: A Multitask LLM Submission for the Low-Resource Ukrainian Track Lingchu Yang author Zitong Fu author Hämmerl Kathy author Masaki Ito author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 yang-etal-2026-zolint https://aclanthology.org/2026.wmt-main.213/ 2026-10 2689 2696 HITSZ at WMT 2026: Mixed Continued Pre-training and Supervised Fine-tuning for Low-Resource Sorbian Cong Zhang author Yutong Wang author Xuebo Liu author Min Zhang author 2026-10 text Proceedings of the Eleventh Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-474-3 zhang-etal-2026-hitsz https://aclanthology.org/2026.wmt-main.214/ 2026-10 2697 2709