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Towards Making the Most of ChatGPT for Machine Translation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

24 March 2023

Liang Ding

Li Shen

Min Zhang

Papers citing "Towards Making the Most of ChatGPT for Machine Translation"

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Title
LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti Tabia Tanzin Prama C. Danforth P. Dodds 8 0 0 24 Nov 2025
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens A. Zebaze Rachel Bawden Benoît Sagot LRM 100 1 0 13 Oct 2025
ChatGPT as a Translation Engine: A Case Study on Japanese-English Vincent Michael Sutanto Giovanni Gatti De Giacomo Toshiaki Nakazawa Masaru Yamada 61 0 0 09 Oct 2025
AgentZero++: Modeling Fear-Based Behavior Vrinda Malhotra Jiaman Li Nandini Pisupati AI4CE 72 0 0 05 Oct 2025
RLRF: Competitive Search Agent Design via Reinforcement Learning from Ranker Feedback Tommy Mordo Sagie Dekel Omer Madmon Moshe Tennenholtz Oren Kurland 112 0 0 05 Oct 2025
TreePrompt: Leveraging Hierarchical Few-Shot Example Selection for Improved English-Persian and English-German Translation Ramtin Kakavand Ebrahim Ansari 64 0 0 04 Oct 2025
Large Language Models for Security Operations Centers: A Comprehensive Survey Ali Habibzadeh Farid Feyzi Reza Ebrahimi Atani 268 2 0 13 Sep 2025
Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA Yuchen Wu Liang Ding Li Shen Dacheng Tao KELM LRM 72 1 0 01 Sep 2025
Bangla-Bayanno: A 52K-Pair Bengali Visual Question Answering Dataset with LLM-Assisted Translation Refinement Mohammed Rakibul Hasan Rafi Majid Ahanaf Tahmid MLLM 39 0 0 27 Aug 2025
Length Representations in Large Language Models Sangjun Moon Dasom Choi Jingun Kwon Hidetaka Kamigaito Manabu Okumura MILM 151 1 0 27 Jul 2025
A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures Dezhang Kong Shi Lin Zhenhua Xu Z. J. Wang Minghao Li ... Ningyu Zhang Chaochao Chen Chunming Wu Muhammad Khurram Khan Meng Han LLMAG 115 22 0 24 Jun 2025
Missing the human touch? A computational stylometry analysis of GPT-4 translations of online Chinese literature Xiaofang Yao Yong-Bin Kang Anthony McCosker 52 0 0 16 Jun 2025
Revisiting Overthinking in Long Chain-of-Thought from the Perspective of Self-Doubt Keqin Peng Liang Ding Y. Ouyang Meng Fang Dacheng Tao LRM 182 4 0 29 May 2025
Enhancing Large Language Models'Machine Translation via Dynamic Focus Anchoring Qiuyu Ding Zhiqiang Cao Hailong Cao Tiejun Zhao 174 0 0 29 May 2025
Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning Qihuang Zhong Liang Ding Fei Liao Juhua Liu Bo Du Dacheng Tao 197 0 0 28 May 2025
How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation Yongshi Ye Biao Fu Chongxuan Huang Yidong Chen Xiaodong Shi LRM 241 4 0 26 May 2025
MAATS: A Multi-Agent Automated Translation System Based on MQM Evaluation Xi Wang Jiaqian Hu Safinah Ali 198 3 0 20 May 2025
Optimising ChatGPT for creativity in literary translation: A case study from English into Dutch, Chinese, Catalan and Spanish Shuxiang Du Ana Guerberof Arenas Antonio Toral Kyo Gerrits Josep Marco Borillo 219 1 0 25 Apr 2025
Translation Analytics for Freelancers: I. Introduction, Data Preparation, Baseline Evaluations Yuri Balashov Alex Balashov Shiho Fukuda Koski 234 1 0 20 Apr 2025
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation Baban Gain Dibyanayan Bandyopadhyay Asif Ekbal LM&MA 345 6 0 02 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analysesIEEE Access (IEEE Access), 2025 Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 337 4 0 27 Mar 2025
Interpretable LLM Guardrails via Sparse Representation Steering Zeqing He Peng Kuang Huiyu Xu Kui Ren Wenhui Zhang Zhixuan Chu LLMSV 273 2 0 21 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 235 8 0 06 Mar 2025
R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning Minggui He Yilun Liu Shimin Tao Yuanchang Luo Hongyong Zeng ... Daimeng Wei Weibin Meng Hao Yang Boxing Chen Osamu Yoshie LRM 410 14 0 27 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 745 0 0 25 Feb 2025
Investigating Numerical Translation with Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Wei Tang Jiawei Yu Yongqian Li Yanqing Zhao Feiyu Xiong Wei Feng Hao Fei Hao Yang 84 0 0 10 Jan 2025
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains Chencheng Zhu Kazutaka Shimada Tomoki Taniguchi Tomoko Ohkuma 178 0 0 31 Dec 2024
Self-Evolution Knowledge Distillation for LLM-based Machine TranslationInternational Conference on Computational Linguistics (COLING), 2024 Yuncheng Song Liang Ding Changtong Zan Shujian Huang 325 0 0 19 Dec 2024
Bilingual BSARD: Extending Statutory Article Retrieval to Dutch Ehsan Lotfi Nikolay Banar Nerses Yuzbashyan Walter Daelemans AILaw 209 3 0 10 Dec 2024
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 262 6 0 03 Nov 2024
CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models Meiqi Chen Fandong Meng Yingxue Zhang Yan Zhang Jie Zhou 187 2 0 28 Oct 2024
Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yirong Sun D. Zhu Yanjun Chen Erjia Xiao Xinghao Chen Xiaoyu Shen 237 0 0 28 Oct 2024
Who Speaks Matters: Analysing the Influence of the Speaker's Ethnicity on Hate Classification Ananya Malik Kartik Sharma Shaily Bhatt Lynnette Hui Xian Ng 157 1 0 27 Oct 2024
GrammaMT: Improving Machine Translation with Grammar-Informed In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Rita Ramos Everlyn Asiko Chimoto Maartje ter Hoeve Natalie Schluter 253 5 0 24 Oct 2024
BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MTAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Seung-Woo Choi Ga-Hyun Yoo Jay-Yoon Lee 249 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 291 1 0 14 Oct 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level MemoryInternational Conference on Learning Representations (ICLR), 2024 Yutong Wang Jiali Zeng Xuebo Liu Yang Li Fandong Meng Jie Zhou Min Zhang 248 20 0 10 Oct 2024
MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation EvaluatorsInternational Conference on Computational Linguistics (COLING), 2024 Qingyu Lu Liang Ding Kanjian Zhang Jinxia Zhang Dacheng Tao 209 12 0 22 Sep 2024
$$\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding$ $\mathbb{USCD}$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding Shuai Wang Liang Ding Li Shen Yong Luo Zheng He Wei Yu Dacheng Tao 206 4 0 09 Sep 2024
Learning to Ask: When LLM Agents Meet Unclear Instruction Wenxuan Wang Juluan Shi Chaozheng Wang Cheryl Lee Chaozheng Wang Cheryl Lee Youliang Yuan Shu Yang Wenxiang Jiao Michael R. Lyu LLMAG 272 19 0 31 Aug 2024
MQM-Chat: Multidimensional Quality Metrics for Chat TranslationInternational Conference on Computational Linguistics (COLING), 2024 Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 238 3 0 29 Aug 2024
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments Yusuke Ide Yuto Nishida Miyu Oba Miyu Oba Justin Vasselli Hidetaka Kamigaito Taro Watanabe 231 6 0 19 Aug 2024
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models Shi Lin Rongchang Li Xun Wang Changting Lin Xun Wang Wenpeng Xing Meng Han Meng Han 291 0 0 23 Jul 2024
Towards Automating Text Annotation: A Case Study on Semantic Proximity Annotation using GPT-4 Sachin Yadav Tejaswi Choppa Dominik Schlechtweg VLM 231 12 0 04 Jul 2024
GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels Jianhao Yan Pingchuan Yan Yulong Chen Judy Li Xianchao Zhu Yue Zhang LM&MA ELM 207 26 0 04 Jul 2024
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective Yuchen Wen Keping Bi Wei Chen Jiafeng Guo Xueqi Cheng 409 6 0 20 Jun 2024
Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit Layla A. Bouzoubaa Elham Aghakhani Max Song Minh Trinh R. Rezapour 184 7 0 17 Jun 2024
RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models Yuqing Wang Yun Zhao LRM AAML ELM 215 5 0 16 Jun 2024
TasTe: Teaching Large Language Models to Translate through Self-Reflection Yutong Wang Jiali Zeng Xuebo Liu Fandong Meng Jie Zhou Min Zhang 176 26 0 12 Jun 2024
Uncertainty Aware Learning for Language Model AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yikun Wang Rui Zheng Liang Ding Qi Zhang Dahua Lin Dacheng Tao 217 8 0 07 Jun 2024