v1v2v3 (latest)

Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation

2 April 2025

Baban Gain

Dibyanayan Bandyopadhyay

Asif Ekbal

LM&MA

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Papers citing "Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation"

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Title
Scaling Low-Resource MT via Synthetic Data Generation with LLMs Ona de Gibert Joseph Attieh Teemu Vahtola Mikko Aulamo Zihao Li Raúl Vázquez Tiancheng Hu Jörg Tiedemann SyDa 97 1 0 20 May 2025
Injecting Knowledge Graphs into Large Language Models Erica Coppolillo 76 0 0 12 May 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 121 12 0 14 Apr 2025
Is LLM the Silver Bullet to Low-Resource Languages Machine Translation? Yewei Song Lujun Li Cedric Lothritz Saad Ezzini Lama Sleem Niccolo Gentile Radu State Tegawende F. Bissyande Jacques Klein 100 3 0 31 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu Yangqiu Song Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 488 3 0 09 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 112 1 0 06 Mar 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation Zhaopeng Feng Jiayuan Su Jiamei Zheng Jiahan Ren Yan Zhang Jian Wu Hongwei Wang Zuozhu Liu ELM 248 1 0 21 Feb 2025
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation Tong Zheng Yan Wen Huiwen Bao Junfeng Guo Heng Huang 52 3 0 16 Feb 2025
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models Lei Tang Jinghui Qin Wenxuan Ye Hao Tan Zhijing Yang 82 2 0 03 Jan 2025
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 101 4 0 08 Nov 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 62 1 0 04 Oct 2024
On the Implications of Verbose LLM Outputs: A Case Study in Translation Evaluation Eleftheria Briakou Zhongtao Liu Colin Cherry Markus Freitag 48 3 0 01 Oct 2024
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? Seth Aycock David Stap Di Wu Christof Monz Khalil Simaán 84 8 0 27 Sep 2024
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation Joel Witzke Benoît Sagot Rachel Bawden 76 10 0 01 Aug 2024
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin Samuel Frontull Georg Moser 47 4 0 11 Jul 2024
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools Team GLM : Aohan Zeng Bin Xu Bowen Wang ... Zhaoyu Wang Zhen Yang Zhengxiao Du Zhenyu Hou Zihan Wang ALM 113 636 0 18 Jun 2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation Yongjing Yin Jiali Zeng Yafu Li Fandong Meng Yue Zhang 102 1 0 03 Jun 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities David Stap Eva Hasler Bill Byrne Christof Monz Ke M. Tran 58 12 0 30 May 2024
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges Huangjun Shen Liangying Shao Wenbo Li Zhibin Lan Zhanyu Liu Jinsong Su 66 3 0 21 May 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? D. Zhu Pinzhen Chen Miaoran Zhang Barry Haddow Xiaoyu Shen Dietrich Klakow 66 14 0 22 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 235 397 0 21 Mar 2024
From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation Haofei Zhao Yilun Liu Shimin Tao Weibin Meng Yimeng Chen Xiang Geng Chang Su Min Zhang Hao Yang 51 11 0 21 Mar 2024
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement Zhaopeng Feng Yan Zhang Hao Li Bei Wu Jiayu Liao Wenqiang Liu Jun Lang Yang Feng Jian Wu Zuozhu Liu LRM 114 15 0 26 Feb 2024
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution Nuo Xu Jun Zhao Can Zu Sixian Li Lu Chen ... Shihan Dou Wenjuan Qin Tao Gui Qi Zhang Xuanjing Huang 69 7 0 18 Feb 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 107 261 0 16 Jan 2024
Fine-tuning Large Language Models for Adaptive Machine Translation Yasmin Moslem Rejwanul Haque Andy Way 38 28 0 20 Dec 2023
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment Lingling Xu Haoran Xie S. J. Qin Xiaohui Tao F. Wang 102 158 0 19 Dec 2023
GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4 Tom Kocmi C. Federmann 72 83 0 21 Oct 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning Duarte M. Alves Nuno M. Guerreiro Joao Alves José P. Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F.T. Martins 75 52 0 20 Oct 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection Nuno M. Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F.T. Martins 106 138 0 16 Oct 2023
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 81 2,229 0 10 Oct 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 72 70 0 20 Sep 2023
ChatGPT MT: Competitive for High- (but not Low-) Resource Languages Nathaniel R. Robinson Perez Ogayo David R. Mortensen Graham Neubig 40 32 0 14 Sep 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 94 482 0 30 May 2023
Augmenting Large Language Model Translators via Translation Memories Yongyu Mu Abudurexiti Reheman Zhiquan Cao Yuchun Fan Bei Li Yinqiao Li Tong Xiao Chunliang Zhang Jingbo Zhu LRM 65 25 0 27 May 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 150 2,591 0 23 May 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation Aswanth Kumar Ratish Puduppully Raj Dabre Anoop Kunchukuttan 89 13 0 23 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 65 18 0 11 May 2023
Exploring Human-Like Translation Strategy with Large Language Models Zhiwei He Tian Liang Wenxiang Jiao Zhuosheng Zhang Yujiu Yang Rui Wang Zhaopeng Tu Shuming Shi Xing Wang 74 47 0 06 May 2023
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models Suzanna Sia Kevin Duh LRM 91 17 0 05 May 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 81 149 0 10 Apr 2023
Document-Level Machine Translation with Large Language Models Longyue Wang Chenyang Lyu Tianbo Ji Zhirui Zhang Dian Yu Shuming Shi Zhaopeng Tu ELM 70 124 0 05 Apr 2023
How to Design Translation Prompts for ChatGPT: An Empirical Study Yuan Gao Ruili Wang Feng Hou 52 46 0 05 Apr 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 180 152 0 28 Mar 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 49 112 0 24 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 117 228 0 24 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,631 0 15 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 77 65 0 03 Mar 2023
Targeted Adversarial Attacks against Neural Machine Translation Sahar Sadrizadeh AmirHossein Dabiri Aghdam Ljiljana Dolamic P. Frossard AAML 87 12 0 02 Mar 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality Tom Kocmi C. Federmann ELM 95 362 0 28 Feb 2023