---
title: "Machine Translation Summit (MT Summit) 2025 — all accepted"
description: "All 75 papers of Machine Translation Summit (MT Summit) 2025, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/mtsummit/2025/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/mtsummit/2025/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Machine Translation Summit (MT Summit)](https://md.research.elamur.ai/free/en/venues/mtsummit/) / [2025](https://md.research.elamur.ai/free/en/venues/mtsummit/2025/) / papers

# Machine Translation Summit (MT Summit) 2025: all accepted papers

75 papers · the most cited first · [← Machine Translation Summit (MT Summit) 2025](https://md.research.elamur.ai/free/en/venues/mtsummit/2025/)

1. **[A comparison of translation performance between DeepL and Supertext ↗](https://aclanthology.org/2025.mtsummit-2.6/)**Alex Flückiger, Chantal Amrhein, Tim Graf et al.
2. **[AI4Culture platform: upskilling experts on multilingual / -modal tools ↗](https://aclanthology.org/2025.mtsummit-2.20/)**Tom Vanallemeersch, Sara Szoc, Marthe Lamote et al.
3. **[Arabizi vs LLMs: Can the Genie Understand the Language of Aladdin?](https://md.research.elamur.ai/free/en/papers/almaoui-2025-arabizi-vs-llms-can-genie/)**Perla Al Almaoui, Pierrette Bouillon, Simon Hengchen*our summary*
4. **[Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication ↗](https://aclanthology.org/2025.mtsummit-1.28/)**Vicent Briva-Iglesias
5. **[CAT-GPT: A Skopos-Driven, LLM-Based Computer-Assisted Translation Tool ↗](https://aclanthology.org/2025.mtsummit-2.11/)**Paşa Abdullah Bayramoğlu
6. **[Can postgraduate translation students identify machine-generated text? ↗](https://aclanthology.org/2025.mtsummit-1.34/)**Michael Farrell
7. **[Context-Aware Monolingual Evaluation of Machine Translation ↗](https://aclanthology.org/2025.mtsummit-1.11/)**Silvio Picinini, Sheila Castilho
8. **[Context-Aware or Context-Insensitive? Assessing LLMs' Performance in Document-Level Translation ↗](https://aclanthology.org/2025.mtsummit-1.10/)**Wafaa Mohammed, Vlad Niculae
9. **[Cultural Transcreation in Asian Languages with Prompt-Based LLMs ↗](https://aclanthology.org/2025.mtsummit-2.5/)**Helena Wu, Beatriz Silva, Vera Cabarrão et al.
10. **[Culture-aware machine translation: the case study of low-resource language pair Catalan-Chinese ↗](https://aclanthology.org/2025.mtsummit-1.12/)**Xixian Liao, Carlos Escolano, Audrey Mash et al.
11. **[DeMINT: Automated Language Debriefing for English Learners via AI Chatbot Analysis of Meeting Transcripts ↗](https://aclanthology.org/2025.mtsummit-2.18/)**Miquel Esplà-Gomis, Felipe Sánchez-Martínez, Víctor M. Sánchez-Cartagena et al.
12. **[Decoding Machine Translationese in English-Chinese News: LLMs vs. NMTs ↗](https://aclanthology.org/2025.mtsummit-1.8/)**Delu Kong, Lieve Macken
13. **[Direct Speech Translation in Constrained Contexts: the Simultaneous and Subtitling Scenarios ↗](https://aclanthology.org/2025.mtsummit-1.2/)**Sara Papi
14. **[Do Not Change Me: On Transferring Entities Without Modification in Neural Machine Translation - a Multilingual Perspective ↗](https://aclanthology.org/2025.mtsummit-1.19/)**Dawid Wiśniewski, Mikołaj Pokrywka, Zofia Rostek
15. **[Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models ↗](https://aclanthology.org/2025.mtsummit-1.18/)**Dawid Wiśniewski, Antoni Solarski, Artur Nowakowski
16. **[Extending CREAMT: Leveraging Large Language Models for Literary Translation Post-Editing ↗](https://aclanthology.org/2025.mtsummit-1.40/)**Antonio Castaldo, Sheila Castilho, Joss Moorkens et al.
17. **[FLORES+ Mayas: Generating Textual Resources to Foster the Development of Language Technologies for Mayan Languages ↗](https://aclanthology.org/2025.mtsummit-2.15/)**Andrés Lou, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al.
18. **[GAMETRAPP project in progress: Designing a virtual escape room to enhance skills in research abstract post-editing ↗](https://aclanthology.org/2025.mtsummit-2.19/)**Cristina Toledo-Báez, Luis Carlos Marín-Navarro
19. **[HPLT's Second Data Release ↗](https://aclanthology.org/2025.mtsummit-2.21/)**Nikolay Arefyev, Mikko Aulamo, Marta Bañón et al.
20. **[Human- or machine-translated subtitles: Who can tell them apart? ↗](https://aclanthology.org/2025.mtsummit-1.39/)**Ekaterina Lapshinova-Koltunski, Sylvia Jaki, Maren Bolz et al.
21. **[ITALERT: Assessing the Quality of LLMs and NMT in Translating Italian Emergency Response Text ↗](https://aclanthology.org/2025.mtsummit-1.43/)**Maria Carmen Staiano, Lifeng Han, Johanna Monti et al.
22. **[Improve Fluency Of Neural Machine Translation Using Large Language Models ↗](https://aclanthology.org/2025.mtsummit-1.5/)**Jianfei He, Wenbo Pan, Jijia Yang et al.
23. **[Improving Japanese-English Patent Claim Translation with Clause Segmentation Models based on Word Alignment ↗](https://aclanthology.org/2025.mtsummit-1.25/)**Masato Nishimura, Kosei Buma, Takehito Utsuro et al.
24. **[Improving MT-enabled Triage Performance with Multiple MT Outputs ↗](https://aclanthology.org/2025.mtsummit-1.45/)**Marianna J. Martindale, Marine Carpuat
25. **[Instruction-tuned Large Language Models for Machine Translation in the Medical Domain ↗](https://aclanthology.org/2025.mtsummit-1.13/)**Miguel Rios
26. **[Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation ↗](https://aclanthology.org/2025.mtsummit-1.20/)**Petra Barančíková, Ondřej Bojar
27. **[Introducing Quality Estimation to Machine Translation Post-editing Workflow: An Empirical Study on Its Usefulness ↗](https://aclanthology.org/2025.mtsummit-1.38/)**Siqi Liu, Guangrong Dai, Dechao Li
28. **[Investigating Length Issues in Document-level Machine Translation ↗](https://aclanthology.org/2025.mtsummit-1.3/)**Ziqian Peng, Rachel Bawden, François Yvon
29. **[Investigating the Integration of LLMs into Trainee Translators' Practice and Learning: A Questionnaire-based Study on Translator-AI Interaction ↗](https://aclanthology.org/2025.mtsummit-1.37/)**Xindi Hao, Shuyin Zhang
30. **[Investigating the translation capabilities of Large Language Models trained on parallel data only ↗](https://aclanthology.org/2025.mtsummit-1.4/)**Javier García Gilabert, Carlos Escolano, Aleix Sant et al.
31. **[Is it AI or PE that worry translation professionals: results from a Human-Centered AI survey ↗](https://aclanthology.org/2025.mtsummit-1.32/)**Miguel A. Jiménez-Crespo, Stephanie A. Rodríguez
32. **[Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation ↗](https://aclanthology.org/2025.mtsummit-1.7/)**Zhi Qu, Chenchen Ding, Taro Watanabe
33. **[Leveraging LLMs for Cross-Locale Adaptation: a Workflow Proposal on Spanish Variants ↗](https://aclanthology.org/2025.mtsummit-2.7/)**Vera Senderowicz Guerra
34. **[Leveraging Visual Scene Graph to Enhance Translation Quality in Multimodal Machine Translation ↗](https://aclanthology.org/2025.mtsummit-1.27/)**Ali Hatami, Mihael Arcan, Paul Buitelaar
35. **[Lingonberry Giraffe: Lexically-Sound Beam Search for Explainable Translation of Compound Words ↗](https://aclanthology.org/2025.mtsummit-1.14/)**Théo Salmenkivi-Friberg, Iikka Hauhio
36. **[MT or not MT? Do translation specialists know a machine-translated text when they see one? ↗](https://aclanthology.org/2025.mtsummit-1.35/)**Rudy Loock, Nathalie Moulard, Quentin Pacinella
37. **[MTUOC server: integrating several NMT and LLMs into professional translation workflows ↗](https://aclanthology.org/2025.mtsummit-2.12/)**Antoni Oliver
38. **[MTxGames: Machine Translation Post-Editing in Video Game Translation - Findings on User Experience and Preliminary Results on Productivity ↗](https://aclanthology.org/2025.mtsummit-2.24/)**Judith Brenner
39. **[MaTOS: Machine Translation for Open Science ↗](https://aclanthology.org/2025.mtsummit-2.22/)**Rachel Bawden, Maud Bénard, Éric de la Clergerie et al.
40. **[Machine Translation to Inform Asylum Seekers: Intermediate Findings from the MaTIAS Project ↗](https://aclanthology.org/2025.mtsummit-2.10/)**Lieve Macken, Ella van Hest, Arda Tezcan et al.
41. **[Machine translation as support for epistemic capacities: Findings from the DECA project ↗](https://aclanthology.org/2025.mtsummit-2.25/)**Maarit Koponen, Nina Havumetsä, Juha Lång et al.
42. **[Metaphors in Literary Machine Translation: Close but no cigar? ↗](https://aclanthology.org/2025.mtsummit-1.21/)**Alina Karakanta, Mayra Nas, Aletta G. Dorst
43. **[Name Consistency in LLM-based Machine Translation of Historical Texts ↗](https://aclanthology.org/2025.mtsummit-1.16/)**Dominic P. Fischer, Martin Volk
44. **[Non-autoregressive Modeling for Sign-gloss to Texts Translation ↗](https://aclanthology.org/2025.mtsummit-1.17/)**Fan Zhou, Tim Van de Cruys
45. **[OJ4OCRMT: A Large Multilingual Dataset for OCR-MT Evaluation ↗](https://aclanthology.org/2025.mtsummit-1.9/)**Paul McNamee, Kevin Duh, Cameron Carpenter et al.
46. **[OPAL Enable: Revolutionizing Localization Through Advanced AI ↗](https://aclanthology.org/2025.mtsummit-2.13/)**Mara Nunziatini, Konstantinos Karageorgos, Aaron Schliem et al.
47. **[Optimising ChatGPT for creativity in literary translation: A case study from English into Dutch, Chinese, Catalan and Spanish ↗](https://aclanthology.org/2025.mtsummit-1.44/)**Shuxiang Du, Ana Guerberof Arenas, Antonio Toral et al.
48. **[Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning ↗](https://aclanthology.org/2025.mtsummit-1.6/)**Alexis Allemann, Àlex R. Atrio, Andrei Popescu-Belis
49. **[Patent Claim Translation via Continual Pre-training of Large Language Models with Parallel Data ↗](https://aclanthology.org/2025.mtsummit-1.23/)**Haruto Azami, Minato Kondo, Takehito Utsuro et al.
50. **[ProMut: The Evolution of NMT Didactic Tools ↗](https://aclanthology.org/2025.mtsummit-2.16/)**Pilar Sánchez-Gijón, Gema Ramírez-Sánchez
51. **[Progressive Perturbation with KTO for Enhanced Machine Translation of Indian Languages ↗](https://aclanthology.org/2025.mtsummit-1.26/)**Yash Bhaskar, Ketaki Shetye, Vandan Mujadia et al.
52. **[Prompt engineering in translation: How do student translators leverage GenAI tools for translation tasks ↗](https://aclanthology.org/2025.mtsummit-1.33/)**Jia Zhang, Xiaoyu Zhao, Stephen Doherty
53. **[Prompt-based Explainable Quality Estimation for English-Malayalam ↗](https://aclanthology.org/2025.mtsummit-2.23/)**Archchana Sindhujan, Diptesh Kanojia, Constantin Orăsan
54. **[Quality Estimation and Post-Editing Using LLMs For Indic Languages: How Good Is It? ↗](https://aclanthology.org/2025.mtsummit-1.30/)**Anushka Singh, Aarya Pakhale, Mitesh M. Khapra et al.
55. **[Replacing the Irreplaceable: A Case Study on the Limitations of MT and AI Translation during the 2023 Gaza-Israel Conflict ↗](https://aclanthology.org/2025.mtsummit-2.2/)**Abeer Alfaify
56. **[Reverso Define: An AI-Powered Contextual Dictionary for Professionals ↗](https://aclanthology.org/2025.mtsummit-2.26/)**Quentin Pleplé, Théo Hoffenberg
57. **[Reverso Documents, The New Generation Document Translation Platform ↗](https://aclanthology.org/2025.mtsummit-2.27/)**Théo Hoffenberg, Elodie Segrestan
58. **[Revisiting Post-Editing for English-Chinese Machine Translation ↗](https://aclanthology.org/2025.mtsummit-1.31/)**Hari Venkatesan
59. **[Robust, interpretable and efficient MT evaluation with fine-tuned metrics ↗](https://aclanthology.org/2025.mtsummit-1.1/)**Ricardo Rei
60. **[Speech-to-Speech Translation Pipelines for Conversations in Low-Resource Languages ↗](https://aclanthology.org/2025.mtsummit-2.3/)**Andrei Popescu-Belis, Alexis Allemann, Teo Ferrari et al.
61. **[SpeechT: Findings of the First Mentorship in Speech Translation ↗](https://aclanthology.org/2025.mtsummit-2.8/)**Yasmin Moslem, Juan Julián Cea Morán, Mariano Gonzalez-Gomez et al.
62. **[Synthetic Fluency: Hallucinations, Confabulations, and the Creation of IrishWords in LLM-Generated Translations ↗](https://aclanthology.org/2025.mtsummit-1.22/)**Sheila Castilho, Zoe Fitzsimmons, Claire Holton et al.
63. **[Testing LLMs' Capabilities in Annotating Translations Based on an Error Typology Designed for LSP Translation: First Experiments with ChatGPT ↗](https://aclanthology.org/2025.mtsummit-1.15/)**Joachim Minder, Guillaume Wisniewski, Natalie Kübler
64. **[The BridgeAI Project ↗](https://aclanthology.org/2025.mtsummit-2.17/)**Helena Moniz, António Novais, Joana Lamego et al.
65. **[The Challenge of Translating Culture-Specific Items: Evaluating MT and LLMs Compared to Human Translators ↗](https://aclanthology.org/2025.mtsummit-1.36/)**Bojana Budimir
66. **[The Devil is in the Details: Assessing the Effects of Machine-Translation on LLM Performance in Domain-Specific Texts ↗](https://aclanthology.org/2025.mtsummit-1.24/)**Javier Osorio, Afraa Alshammari, Naif Alatrush et al.
67. **[The GAMETRAPP project: Spanish scholars' perspectives and attitudes towards neural machine translation and post-editing ↗](https://aclanthology.org/2025.mtsummit-1.46/)**Cristina Toledo-Báez, Luis Carlos Marín-Navarro
68. **[To MT or not to MT: An eye-tracking study on the reception by Dutch readers of different translation and creativity levels ↗](https://aclanthology.org/2025.mtsummit-1.41/)**Kyo Gerrits, Ana Guerberof Arenas
69. **[Translation Analytics for Freelancers: I. Introduction, Data Preparation, Baseline Evaluations ↗](https://aclanthology.org/2025.mtsummit-1.42/)**Yuri Balashov, Alex Balashov, Shiho Fukuda Koski
70. **[UniOr PET: An Online Platform for Translation Post-Editing ↗](https://aclanthology.org/2025.mtsummit-2.14/)**Antonio Castaldo, Sheila Castilho, Joss Moorkens et al.
71. **[Using AI Tools in Multimedia Localization Workflows: a Productivity Evaluation ↗](https://aclanthology.org/2025.mtsummit-2.1/)**Ashley Mondello, Romina Cini, Sahil Rasane et al.
72. **[Using Translation Techniques to Characterize MT Outputs ↗](https://aclanthology.org/2025.mtsummit-1.47/)**Sergi Alvarez-Vidal, Maria de Campo, Christian Olalla-Soler et al.
73. **[ZuBidasoa: Participatory Research for the Development of Linguistic Technologies Adapted to the Needs of Migrants in the Basque Country ↗](https://aclanthology.org/2025.mtsummit-2.9/)**Xabier Soto, Ander Egurtzegi, Maite Oronoz et al.
74. **[bytF: How Good Are Byte Level N-Gram F-Scores for Automatic Machine Translation Evaluation? ↗](https://aclanthology.org/2025.mtsummit-1.29/)**Raj Dabre, Kaing Hour, Haiyue Song
75. **[eSTÓR: Curating Irish Datasets for Machine Translation ↗](https://aclanthology.org/2025.mtsummit-2.28/)**Abigail Walsh, Órla Ní Loinsigh, Jane Adkins et al.
- [← back to](https://md.research.elamur.ai/free/en/venues/mtsummit/2025/) — Machine Translation Summit (MT Summit) 2025