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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"

50 / 122 papers shown

Title
Revisiting Catastrophic Forgetting in Large Language Model TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Hongyu Li Liang Ding Meng Fang Dacheng Tao CLL KELM 189 44 0 07 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu LRM ALM LM&MA ELM 419 114 0 21 May 2024
Enhancing Gender-Inclusive Machine Translation with Neomorphemes and Large Language ModelsEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2024 Andrea Piergentili Beatrice Savoldi Matteo Negri L. Bentivogli 174 9 0 14 May 2024
Quite Good, but Not Enough: Nationality Bias in Large Language Models -- A Case Study of ChatGPT Shucheng Zhu Weikang Wang Ying Liu 218 16 0 11 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 129 1 0 05 May 2024
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning Tianle Xia Liang Ding Guojia Wan Yibing Zhan Bo Du Dacheng Tao LRM 201 10 0 02 May 2024
Evaluating and Mitigating Linguistic Discrimination in Large Language Models Guoliang Dong Haoyu Wang Jun Sun Xinyu Wang 212 5 0 29 Apr 2024
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset Xinyu Ma Xuebo Liu Yang Li Jun Rao Bei Li Liang Ding Lidia S. Chao Dacheng Tao Min Zhang 154 5 0 29 Apr 2024
Translation of Multifaceted Data without Re-Training of Machine Translation Systems Hyeonseok Moon Seungyoon Lee Seongtae Hong Seungjun Lee Chanjun Park Heu-Jeoung Lim 138 0 0 25 Apr 2024
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? Ishani Mondal Abhilasha Sancheti 241 1 0 07 Apr 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language Raphael Merx Aso Mahmudi Katrina Langford Leo Alberto de Araujo Ekaterina Vylomova 205 14 0 07 Apr 2024
Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation Veronica Valeros Anna Sirokova C. Catania Sebastian Garcia 118 1 0 02 Apr 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding Xintong Wang Jingheng Pan Liang Ding Christian Biemann MLLM 272 130 0 27 Mar 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 187 13 0 21 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge ExtractionInternational Conference on Language Resources and Evaluation (LREC), 2024 Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 170 18 0 15 Mar 2024
Spotter+GPT: Turning Sign Spottings into Sentences with LLMsInternational Conference on Intelligent Virtual Agents (IVA), 2024 Ozge Mercanoglu Necati Cihan Camgöz SLR 246 5 0 15 Mar 2024
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Liangxin Liu Xuebo Liu Yang Li Dongfang Li Ziyi Wang Baotian Hu Min Zhang 224 4 0 26 Feb 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 400 29 0 26 Feb 2024
Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation Zhiyao Ren Yibing Zhan Baosheng Yu Liang Ding Dacheng Tao LM&MA 130 28 0 20 Feb 2024
Revisiting Knowledge Distillation for Autoregressive Language Models Qihuang Zhong Liang Ding Li Shen Juhua Liu Bo Du Dacheng Tao KELM 270 25 0 19 Feb 2024
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao LM&MA 196 30 0 19 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models Wenchao Dong Assem Zhunis Hyojin Chin Jiyoung Han Meeyoung Cha 181 3 0 16 Feb 2024
A Prompt Response to the Demand for Automatic Gender-Neutral Translation Beatrice Savoldi Andrea Piergentili Dennis Fucci Matteo Negri L. Bentivogli 193 20 0 08 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 418 247 0 06 Feb 2024
MultiMUC: Multilingual Template Filling on MUC-4Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 William Gantt Shabnam Behzad Hannah YoungEun An Yunmo Chen Aaron Steven White Benjamin Van Durme M. Yarmohammadi 179 5 0 29 Jan 2024
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection Francesco Periti Haim Dubossarsky Nina Tahmasebi AI4MH 256 15 0 25 Jan 2024
Revisiting Demonstration Selection Strategies in In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Keqin Peng Liang Ding Yancheng Yuan Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao 235 55 0 22 Jan 2024
Gender Bias in Machine Translation and The Era of Large Language Models Eva Vanmassenhove AILaw 192 3 0 18 Jan 2024
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Nooshin Pourkamali Shler Ebrahim Sharifi LRM 153 17 0 16 Jan 2024
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shuai Wang Liang Ding Li Shen Yong Luo Bo Du Dacheng Tao ELM ALM 197 6 0 12 Jan 2024
Intention Analysis Makes LLMs A Good Jailbreak DefenderInternational Conference on Computational Linguistics (COLING), 2024 Yuqi Zhang Liang Ding Lefei Zhang Dacheng Tao LLMSV 305 51 0 12 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 164 4 0 11 Jan 2024
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shilong Pan Zhiliang Tian Liang Ding Zhen Huang Zhihua Wen Dongsheng Li 263 2 0 11 Jan 2024
Convergences and Divergences between Automatic Assessment and Human Evaluation: Insights from Comparing ChatGPT-Generated Translation and Neural Machine Translation Zhaokun Jiang Ziyin Zhang EGVM 261 5 0 10 Jan 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yi-Chong Huang Xiaocheng Feng Baohang Li Chengpeng Fu Wenshuai Huo Ting Liu Bing Qin 157 3 0 10 Jan 2024
Distinguishing Translations by Human, NMT, and ChatGPT: A Linguistic and Statistical Approach Zhaokun Jiang Qianxi Lv Ziyin Zhang 174 1 0 17 Dec 2023
Evaluating AI Vocational Skills Through Professional Testing David Noever Matt Ciolino ELM 111 0 0 17 Dec 2023
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study Maarten De Raedt Semere Kiros Bitew Fréderic Godin Thomas Demeester Chris Develder 179 4 0 11 Nov 2023
Towards General Error Diagnosis via Behavioral Testing in Machine Translation Junjie Wu Lemao Liu Dit-Yan Yeung 101 2 0 20 Oct 2023
An Empirical Study of Translation Hypothesis Ensembling with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 António Farinhas José G. C. de Souza André F. T. Martins 139 14 0 17 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 351 82 0 08 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 240 17 0 05 Oct 2023
Nine-year-old children outperformed ChatGPT in emotion: Evidence from Chinese writingEducation and Information Technologies : Official Journal of the IFIP technical committee on Education (EAIT), 2023 Siyi Cao Tongquan Zhou Siruo Zhou 174 0 0 01 Oct 2023
Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts Emad A. Alghamdi Jezia Zakraoui Fares A. Abanmy 240 3 0 22 Sep 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 261 12 0 12 Sep 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Zhiliang Tian Dacheng Tao LLMAG KELM RALM 552 45 0 29 Aug 2023
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining? Haiwei Yang Liang Ding Jun Rao Ye Liu Li Shen Changxing Ding 180 23 0 24 Aug 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties Karima Kadaoui Samar Magdy Abdul Waheed Md. Tawkat Islam Khondaker Ahmed Oumar El-Shangiti El Moatez Billah Nagoudi Muhammad Abdul-Mageed 265 33 0 06 Aug 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dongqi Pu Vera Demberg DeLMO 203 72 0 13 Jun 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State TrackingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Qingyue Wang Liang Ding Yanan Cao Yibing Zhan Zheng Lin Zhiliang Tian Dacheng Tao Li Guo MoMe MoE 166 16 0 01 Jun 2023