Title
Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models Dawid Wi'sniewski Antoni Solarski Artur Nowakowski LRM 21 0 0 09 May 2025
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 70 0 0 26 Apr 2025
Translation Analytics for Freelancers: I. Introduction, Data Preparation, Baseline Evaluations Yuri Balashov Alex Balashov Shiho Fukuda Koski 19 0 0 20 Apr 2025
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data Wei Zou Sen Yang Yu Bao Shujian Huang Jiajun Chen Shanbo Cheng SyDa 24 0 0 20 Apr 2025
An LLM-as-a-judge Approach for Scalable Gender-Neutral Translation Evaluation Andrea Piergentili Beatrice Savoldi Matteo Negri L. Bentivogli ELM 30 0 0 16 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 59 0 0 16 Apr 2025
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning Zhaopeng Feng Shaosheng Cao Jiahan Ren Jiayuan Su Ruizhe Chen Yan Zhang Zhe Xu Yao Hu Jian Wu Zuozhu Liu ALM LRM 55 1 0 14 Apr 2025
Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement Yichen Dong Xinglin Lyu Junhui Li Daimeng Wei Min Zhang Shimin Tao Hao Yang 19 0 0 08 Apr 2025
PolyGuard: A Multilingual Safety Moderation Tool for 17 Languages Priyanshu Kumar Devansh Jain Akhila Yerukola Liwei Jiang Himanshu Beniwal Thomas Hartvigsen Maarten Sap 50 0 0 06 Apr 2025
Rethinking Multilingual Continual Pretraining: Data Mixing for Adapting LLMs Across Languages and Resources Zihao Li Shaoxiong Ji Hengyu Luo Jörg Tiedemann CLL 38 0 0 05 Apr 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training Zhijun Wang Jiahuan Li Hao Zhou Rongxiang Weng J. Wang Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 37 1 0 02 Apr 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 46 0 0 28 Mar 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 47 0 0 13 Mar 2025
Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents Hanxu Hu Jannis Vamvas Rico Sennrich 35 0 0 13 Mar 2025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies Laurie Burchell Ona de Gibert Nikolay Arefyev Mikko Aulamo Marta Bañón ... Pavel Stepachev and Jörg Tiedemann Dušan Variš Tereza Vojtěchová Jaume Zaragoza-Bernabeu 38 1 0 13 Mar 2025
Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation José P. Pombal Nuno M. Guerreiro Ricardo Rei André F. T. Martins 55 0 0 11 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 59 0 0 09 Mar 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 41 0 0 07 Mar 2025
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model Siqi Ouyang Xi Xu Lei Li 48 1 0 04 Mar 2025
MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages Chen Zhang Mingxu Tao Zhiyuan Liao Yansong Feng 28 0 0 03 Mar 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark Joel Niklaus Jakob Merane Luka Nenadic Sina Ahmadi Yingqiang Gao ... Matthew Guillod Robin Mamié Daniel Brunner Julio Pereyra Niko Grupen AILaw ELM 72 0 0 03 Mar 2025
Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation Kuang-Da Wang Teng-Ruei Chen Yu-Heng Hung Shuoyang Ding Yueh-Hua Wu Yu-Chun Wang Chao-Han Huck Yang Wen-Chih Peng Ping-Chun Hsieh 60 0 0 28 Feb 2025
Post-edits Are Preferences Too Nathaniel Berger Stefan Riezler M. Exel Matthias Huck 32 0 0 24 Feb 2025
Automatic Input Rewriting Improves Translation with Large Language Models Dayeon Ki Marine Carpuat 38 0 0 23 Feb 2025
Multilingual Language Model Pretraining using Machine-translated Data Jiayi Wang Yao Lu Maurice Weber Max Ryabinin David Ifeoluwa Adelani Yihong Chen Raphael Tang Pontus Stenetorp LRM 73 2 0 20 Feb 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral António Farinhas Nuno M. Guerreiro Sweta Agrawal Ricardo Rei André F. T. Martins 45 0 0 18 Feb 2025
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 52 1 0 17 Feb 2025
Man Made Language Models? Evaluating LLMs' Perpetuation of Masculine Generics Bias Enzo Doyen Amalia Todirascu 32 0 0 14 Feb 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study Menglong Cui Pengzhi Gao Wei Liu Jian Luan Bin Wang LRM 36 0 0 04 Feb 2025
Dialectal and Low-Resource Machine Translation for Aromanian Alexandru-Iulius Jerpelea Alina-Ştefania Rădoi Sergiu Nisioi 18 1 0 08 Jan 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 35 0 0 06 Jan 2025
Investigating Length Issues in Document-level Machine Translation Ziqian Peng Rachel Bawden François Yvon 67 1 0 23 Dec 2024
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 62 0 0 18 Dec 2024
MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation Javier García Gilabert Carlos Escolano Audrey Mash Xixian Liao Maite Melero AIMat ELM 71 0 0 16 Dec 2024
Fineweb-Edu-Ar: Machine-translated Corpus to Support Arabic Small Language Models Sultan Alrashed Dmitrii Khizbullin David R. Pugh 31 0 0 10 Nov 2024
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 31 1 0 08 Nov 2024
BhasaAnuvaad: A Speech Translation Dataset for 13 Indian Languages Sparsh Jain Ashwin Sankar Devilal Choudhary Dhairya Suman Nikhil Narasimhan Mohammed Safi Ur Rahman Khan Anoop Kunchukuttan Mitesh M. Khapra Raj Dabre 24 0 0 07 Nov 2024
Multilingual Pretraining Using a Large Corpus Machine-Translated from a Single Source Language Jiayi Wang Yao Lu Maurice Weber Max Ryabinin Yihong Chen Raphael Tang Pontus Stenetorp LRM 32 1 0 31 Oct 2024
Multilingual Vision-Language Pre-training for the Remote Sensing Domain João Daniel Silva João Magalhães D. Tuia Bruno Martins CLIP VLM 25 1 0 30 Oct 2024
Anticipating Future with Large Language Model for Simultaneous Machine Translation Siqi Ouyang Oleksii Hrinchuk Zhehuai Chen Vitaly Lavrukhin Jagadeesh Balam Lei Li Boris Ginsburg 37 0 0 29 Oct 2024
SpeechQE: Estimating the Quality of Direct Speech Translation HyoJung Han Kevin Duh Marine Carpuat 18 0 0 28 Oct 2024
How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs Ran Zhang Wei-Ye Zhao Steffen Eger 63 4 0 24 Oct 2024
NusaMT-7B: Machine Translation for Low-Resource Indonesian Languages with Large Language Models William Tan Kevin Zhu 17 0 0 10 Oct 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Faria Patrick Fernandes Nuno M. Guerreiro Andre Martins 16 5 0 10 Oct 2024
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics Stefano Perrella Lorenzo Proietti Pere-Lluís Huguet Cabot Edoardo Barba Roberto Navigli 9 2 0 07 Oct 2024
What do Large Language Models Need for Machine Translation Evaluation? Shenbin Qian Archchana Sindhujan Minnie Kabra Diptesh Kanojia Constantin Orasan Tharindu Ranasinghe Frédéric Blain ELM LRM ALM LM&MA 16 0 0 04 Oct 2024
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale Haoran Xu Kenton W. Murray Philipp Koehn Hieu T. Hoang Akiko Eriguchi Huda Khayrallah 18 7 0 04 Oct 2024
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis Hippolyte Gisserot-Boukhlef Ricardo Rei Emmanuel Malherbe C´eline Hudelot Pierre Colombo Nuno M. Guerreiro 18 2 0 30 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 31 3 0 26 Sep 2024
Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task Gaëtan Caillaut Raheel Qader Mariam Nakhlé Jingshu Liu Jean-Gabriel Barthélemy 18 1 0 23 Sep 2024