In-context Examples Selection for Machine Translation

5 December 2022

Luke Zettlemoyer

Papers citing "In-context Examples Selection for Machine Translation"

29 / 29 papers shown

Title
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 44 0 0 30 Apr 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Y. Zhang Yufeng Chen Jinan Xu 62 0 0 29 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng J. Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 51 0 0 25 Apr 2025
M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper Jiaming Zhou S. Zhao Jiabei He Hui Wang Wenjia Zeng Yong Chen Haoqin Sun Aobo Kong Yong Qin 55 1 0 13 Mar 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study Menglong Cui Pengzhi Gao Wei Liu Jian Luan Bin Wang LRM 41 0 0 04 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 90 151 0 28 Jan 2025
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Bo Chen Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 80 19 0 15 Oct 2024
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs Abdellah El Mekki Muhammad Abdul-Mageed LRM 29 0 0 14 Oct 2024
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning Jiale Fu Yaqing Wang Simeng Han Jiaming Fan Chen Si 23 1 0 03 Oct 2024
MILE: A Mutation Testing Framework of In-Context Learning Systems Zeming Wei Yihao Zhang Meng Sun 35 0 0 07 Sep 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 38 178 0 10 May 2024
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models Wei He Shichun Liu Jun Zhao Yiwen Ding Yi Lu Zhiheng Xi Tao Gui Qi Zhang Xuanjing Huang 37 1 0 01 Apr 2024
Where does In-context Translation Happen in Large Language Models Suzanna Sia David Mueller Kevin Duh LRM 33 0 0 07 Mar 2024
LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset Ahmed Izzidien Holli Sargeant Felix Steffek AILaw ELM 29 7 0 04 Mar 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Yijia Shao Yucheng Jiang Theodore A. Kanell Peter Xu Omar Khattab Monica S. Lam LLMAG KELM 24 34 0 22 Feb 2024
$Se^2$ : Sequential Example Selection for In-Context Learning Haoyu Liu Jianfeng Liu Shaohan Huang Yuefeng Zhan Hao Sun Weiwei Deng Furu Wei Qi Zhang 19 3 0 21 Feb 2024
Human-in-the-loop Machine Translation with Large Language Model Xinyi Yang Runzhe Zhan Derek F. Wong Junchao Wu Lidia S. Chao 6 3 0 13 Oct 2023
In-Context Learning Learns Label Relationships but Is Not Conventional Learning Jannik Kossen Y. Gal Tom Rainforth 30 27 0 23 Jul 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 28 25 0 27 May 2023
Small Models are Valuable Plug-ins for Large Language Models Canwen Xu Yichong Xu Shuohang Wang Yang Liu Chenguang Zhu Julian McAuley LLMAG 34 42 0 15 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 25 15 0 11 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 26 139 0 10 Apr 2023
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao AI4MH 47 231 0 19 Feb 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 27 102 0 02 Feb 2023
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Yury Zemlyanskiy Michiel de Jong Joshua Ainslie Panupong Pasupat Peter Shaw Linlu Qiu Sumit Sanghai Fei Sha RALM 120 17 0 29 Sep 2022
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 66 25 0 14 Sep 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 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 1,296 0 17 Jan 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,202 0 12 Jun 2017