Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

10 April 2023

Qingxiu Dong

Lingpeng Kong

Lei Li

Papers citing "Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis"

50 / 93 papers shown

Title
Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management Hang Zhang Jiuchen Shi Yixiao Wang Quan Chen Yizhou Shan Minyi Guo 25 0 0 19 Apr 2025
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation Baban Gain Dibyanayan Bandyopadhyay Asif Ekbal LM&MA 52 0 0 02 Apr 2025
Adaptive Layer-skipping in Pre-trained LLMs Xuan Luo Weizhi Wang Xifeng Yan 59 0 0 31 Mar 2025
HalluVerse25: Fine-grained Multilingual Benchmark Dataset for LLM Hallucinations Samir Abdaljalil Hasan Kurban Erchin Serpedin HILM 57 0 0 10 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 63 0 0 09 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 70 0 0 06 Mar 2025
Speculative Decoding and Beyond: An In-Depth Survey of Techniques Y. Hu Zining Liu Zhenyuan Dong Tianfan Peng Bradley McDanel S. Zhang 85 0 0 27 Feb 2025
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo Giandomenico Cornacchia Kieran Fraser Muhammad Zaid Hameed Ambrish Rawat Beat Buesser Mark Purcell Pin-Yu Chen P. Sattigeri Kush R. Varshney AAML 40 0 0 24 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Conghui He Lei Li Shujian Huang Fei Yuan ELM 49 3 0 11 Feb 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 47 61 0 28 Jan 2025
End-to-End Bangla AI for Solving Math Olympiad Problem Benchmark: Leveraging Large Language Model Using Integrated Approach H.M. Shadman Tabib Jaber Ahmed Deedar LRM 34 0 0 08 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving Ao Shen Zhiyao Li Mingyu Gao 64 3 0 27 Nov 2024
BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization Md. Nazmus Sadat Samin Jawad Ibn Ahad Tanjila Ahmed Medha Fuad Rahman M. R. Amin Nabeel Mohammed Shafin Rahman 31 0 0 16 Nov 2024
On the Shortcut Learning in Multilingual Neural Machine Translation Wenxuan Wang Wenxiang Jiao Jen-tse Huang Zhaopeng Tu Michael R. Lyu 36 0 0 15 Nov 2024
Evaluating Large Language Models on Financial Report Summarization: An Empirical Study Xinqi Yang Scott Zang Yong Ren Dingjie Peng Zheng Wen 23 0 0 11 Nov 2024
Matryoshka: Learning to Drive Black-Box LLMs with LLMs Changhao Li Yuchen Zhuang Rushi Qiang Haotian Sun H. Dai Chao Zhang Bo Dai LRM 21 4 0 28 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 25 1 0 26 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
Be My Donor. Transfer the NLP Datasets Between the Languages Using LLM Dmitrii Popov Egor Terentev Igor Buyanov 20 0 0 17 Oct 2024
IntGrad MT: Eliciting LLMs' Machine Translation Capabilities with Sentence Interpolation and Gradual MT Seung-Woo Choi Ga-Hyun Yoo Jay-Yoon Lee 29 0 0 15 Oct 2024
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework Zhengwei Yang Yuke Li Qiang Sun Basura Fernando Heng-Chiao Huang Zheng Wang 21 1 0 14 Oct 2024
Neural machine translation system for Lezgian, Russian and Azerbaijani languages Alidar Asvarov Andrey Grabovoy 26 0 0 07 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 32 1 0 06 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
A Certified Robust Watermark For Large Language Models Xianheng Feng Jian-wei Liu Kui Ren Chun Chen AAML WaLM 41 0 0 29 Sep 2024
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models Akshaj Kumar Veldanda Shi-Xiong Zhang Anirban Das Supriyo Chakraborty Stephen Rawls Sambit Sahu Milind Naphade KELM MU 20 0 0 19 Sep 2024
Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding Jian Cui Hanna Kim Eugene Jang Dayeon Yim Kicheol Kim Yongjae Lee Jin-Woo Chung Seungwon Shin Xiaojing Liao 25 0 0 12 Sep 2024
How Much Data is Enough Data? Fine-Tuning Large Language Models for In-House Translation: Performance Evaluation Across Multiple Dataset Sizes Inacio Vieira Will Allred Séamus Lankford Sheila Castilho Andy Way 21 5 0 05 Sep 2024
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models Yige Li Hanxun Huang Yunhan Zhao Xingjun Ma Jun Sun AAML SILM 28 19 0 23 Aug 2024
Evaluating the Translation Performance of Large Language Models Based on Euas-20 Yan Huang Wei Liu ELM 30 0 0 06 Aug 2024
Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent Shanbo Cheng Zhichao Huang Tom Ko Hang Li Ningxin Peng Lu Xu Qini Zhang 46 3 0 31 Jul 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 46 1 0 23 Jun 2024
Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation Javad Pourmostafa Roshan Sharami D. Shterionov Pieter Spronck 18 0 0 12 Jun 2024
Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena Aidar Myrzakhan Sondos Mahmoud Bsharat Zhiqiang Shen ELM 25 26 0 11 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 32 38 0 06 Jun 2024
How Multilingual Are Large Language Models Fine-Tuned for Translation? Aquia Richburg Marine Carpuat LRM 25 4 0 30 May 2024
Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor Haoxuan Qu Zhaoyang He Zeyu Hu Yujun Cai Jun Liu 30 1 0 24 May 2024
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights Wenhao Zhu Shujian Huang Fei Yuan Cheng Chen Jiajun Chen Alexandra Birch LRM 44 5 0 02 May 2024
Extracting chemical food safety hazards from the scientific literature automatically using large language models Neris Özen Wenjuan Mu E. V. Asselt L. Bulk 24 1 0 01 May 2024
LLeMpower: Understanding Disparities in the Control and Access of Large Language Models Vishwas Sathish Hannah Lin Aditya K Kamath Anish Nyayachavadi 24 4 0 14 Apr 2024
Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation Veronica Valeros Anna Sirokova C. Catania Sebastian Garcia 16 0 0 02 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 58 24 0 01 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 130 301 0 21 Mar 2024
Bangla AI: A Framework for Machine Translation Utilizing Large Language Models for Ethnic Media Md. Ashraful Goni Fahad Mostafa Kerk F. Kee 29 1 0 21 Feb 2024
Improving Black-box Robustness with In-Context Rewriting Kyle O'Brien Nathan Ng Isha Puri Jorge Mendez Hamid Palangi Yoon Kim Marzyeh Ghassemi Tom Hartvigsen 38 6 0 13 Feb 2024
Evaluation Methodology for Large Language Models for Multilingual Document Question and Answer Adar Kahana Jaya Susan Mathew Said Bleik Jeremy Reynolds Oren Elisha 19 0 0 01 Feb 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 27 4 0 31 Jan 2024
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study Niklas Mannhardt Elizabeth Bondi-Kelly Barbara D. Lam Chloe P. O'Connell M. Asiedu ... Tatiana Urman I. Riaz Catherine E. Ricciardi Marzyeh Ghassemi David Sontag LM&MA 30 4 0 17 Jan 2024