Prompting Large Language Model for Machine Translation: A Case Study

17 January 2023

Papers citing "Prompting Large Language Model for Machine Translation: A Case Study"

50 / 52 papers shown

Title
Defending against Indirect Prompt Injection by Instruction Detection Tongyu Wen Chenglong Wang Xiyuan Yang Haoyu Tang Yueqi Xie Lingjuan Lyu Zhicheng Dou Fangzhao Wu AAML 34 0 0 08 May 2025
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 51 0 0 30 Apr 2025
Fine-Tuning LLMs for Low-Resource Dialect Translation: The Case of Lebanese Silvana Yakhni Ali Chehab 38 0 0 30 Apr 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Yuyao Zhang Yufeng Chen Jinan Xu 62 0 0 29 Apr 2025
From Inductive to Deductive: LLMs-Based Qualitative Data Analysis in Requirements Engineering Shri Kiran Srinivasan Mohamad Hussein Ann Barcomb Mohammad Moshirpour 50 0 0 27 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 44 0 0 27 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 170 0 0 09 Mar 2025
Arabizi vs LLMs: Can the Genie Understand the Language of Aladdin? Perla Al Almaoui Pierrette Bouillon Simon Hengchen 57 0 0 28 Feb 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs Yueqing Liang Liangwei Yang Chen Wang Xiongxiao Xu Philip S. Yu Kai Shu 72 6 0 21 Feb 2025
AACessTalk: Fostering Communication between Minimally Verbal Autistic Children and Parents with Contextual Guidance and Card Recommendation Dasom Choi SoHyun Park Kyungah Lee Hwajung Hong Y. Kim 51 0 0 17 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 62 65 0 28 Jan 2025
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models Jingwei Yi Junhao Yin Ju Xu Peng Bao Yixuan Wang Wei Fan Haoran Wang 49 0 0 20 Jan 2025
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 66 4 0 06 Nov 2024
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization Xiyue Peng Hengquan Guo Jiawei Zhang Dongqing Zou Ziyu Shao Honghao Wei Xin Liu 44 0 0 25 Oct 2024
Negative-Prompt-driven Alignment for Generative Language Model Shiqi Qiao Ning Xv Biao Liu Xin Geng ALM SyDa 30 0 0 16 Oct 2024
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs Abdellah El Mekki Muhammad Abdul-Mageed LRM 31 0 0 14 Oct 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory Yutong Wang Jiali Zeng Xuebo Liu Derek F. Wong Fandong Meng Jie Zhou Min Zhang 77 8 0 10 Oct 2024
MQM-Chat: Multidimensional Quality Metrics for Chat Translation Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 32 2 0 29 Aug 2024
An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs Eui Jun Hwang Sukmin Cho Junmyeong Lee Jong C. Park SLR 76 4 0 20 Aug 2024
FASST: Fast LLM-based Simultaneous Speech Translation Siqi Ouyang Xi Xu Chinmay Dandekar Lei Li 23 3 0 18 Aug 2024
Cropper: Vision-Language Model for Image Cropping through In-Context Learning Seung Hyun Lee Junjie Ke Yinxiao Li Junfeng He Steven Hickson ... Irfan Essa Sangpil Kim Ming-Hsuan Yang Irfan Essa Feng Yang VLM 49 0 0 14 Aug 2024
Conditioning LLMs with Emotion in Neural Machine Translation Charles Brazier Jean-Luc Rouas CVBM 38 2 0 06 Aug 2024
Investigating the translation capabilities of Large Language Models trained on parallel data only Javier García Gilabert Carlos Escolano Aleix Sant Savall Francesca de Luca Fornaciari Audrey Mash Xixian Liao Maite Melero LRM 42 2 0 13 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 39 0 06 Jun 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang Shuo Li Yan Sun Osbert Bastani Hamed Hassani Dongsheng Ding 47 4 0 29 May 2024
Relay Decoding: Concatenating Large Language Models for Machine Translation Chengpeng Fu Xiaocheng Feng Yi-Chong Huang Wenshuai Huo Baohang Li Hui Wang Bing Qin Ting Liu 29 0 0 05 May 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation Chao Jin Zili Zhang Xuanlin Jiang Fangyue Liu Xin Liu Xuanzhe Liu Xin Jin 40 39 0 18 Apr 2024
Mutual Enhancement of Large Language and Reinforcement Learning Models through Bi-Directional Feedback Mechanisms: A Planning Case Study Shangding Gu LLMAG 43 0 0 12 Jan 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models Yi-Chong Huang Xiaocheng Feng Baohang Li Chengpeng Fu Wenshuai Huo Ting Liu Bing Qin 24 0 0 10 Jan 2024
Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models Victor Agostinelli Max Wild Matthew Raffel Kazi Ahmed Asif Fuad Lizhong Chen 24 6 0 07 Dec 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 40 7 0 20 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
Human-in-the-loop Machine Translation with Large Language Model Xinyi Yang Runzhe Zhan Derek F. Wong Junchao Wu Lidia S. Chao 26 3 0 13 Oct 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 17 10 0 20 Sep 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 32 25 0 27 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models Aitor Ormazabal Mikel Artetxe Eneko Agirre 33 19 0 23 May 2023
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 26 5 0 11 May 2023
Escaping the sentence-level paradigm in machine translation Matt Post Marcin Junczys-Dowmunt 31 26 0 25 Apr 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 29 140 0 10 Apr 2023
Large language models effectively leverage document-level context for literary translation, but critical errors persist Marzena Karpinska Mohit Iyyer 31 82 0 06 Apr 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 25 60 0 03 Mar 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 25 75 0 30 Jan 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 250 1,073 0 05 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 67 45 0 29 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 370 8,495 0 28 Jan 2022
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators Zhixing Tan Xiangwen Zhang Shuo Wang Yang Liu VLM LRM 213 52 0 13 Oct 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020