TIM: Teaching Large Language Models to Translate with Comparison

10 July 2023

Jie Zhou

Papers citing "TIM: Teaching Large Language Models to Translate with Comparison"

45 / 45 papers shown

Title
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Yuyao Zhang Jinan Xu 62 0 0 29 Apr 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs Yafu Li Ronghao Zhang Zhilin Wang Huajian Zhang Leyang Cui Yongjing Yin Tong Xiao Yue Zhang 76 0 0 06 Mar 2025
Sing it, Narrate it: Quality Musical Lyrics Translation Zhuorui Ye Jiajun Li Rongwu Xu 40 0 0 29 Oct 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 37 0 0 28 Oct 2024
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models Hongchuan Zeng Senyu Han Lu Chen Kai Yu 59 6 0 15 Oct 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Faria Patrick Fernandes Nuno M. Guerreiro Andre Martins 29 5 0 10 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 80 8 0 10 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 34 8 0 04 Oct 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning Tianxiang Hu Pei Zhang Baosong Yang Jun Xie Derek F. Wong Rui Wang ALM LRM 37 1 0 03 Oct 2024
InstaTrans: An Instruction-Aware Translation Framework for Non-English Instruction Datasets Yungi Kim Chanjun Park 31 0 0 02 Oct 2024
Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation Yuanchang Luo Jiaxin Guo Daimeng Wei Hengchao Shang Zongyao Li Zhanglin Wu Zhiqiang Rao Shaojun Li Jinlong Yang Hao Yang 28 2 0 25 Sep 2024
Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task Zhanglin Wu Daimeng Wei Zongyao Li Hengchao Shang Jiaxin Guo Shaojun Li Zhiqiang Rao Yuanchang Luo Ning Xie Hao Yang 35 4 0 23 Sep 2024
Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks Jiawei Zhao Kejiang Chen Xiaojian Yuan Weiming Zhang AAML 36 2 0 15 Aug 2024
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Huiyao Chen Yu Zhao Zulong Chen Mengjia Wang Liangyue Li Meishan Zhang Hao Fei BDL 50 7 0 25 Jun 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models Zhipeng Qian Pei Zhang Baosong Yang Kai Fan Yiwei Ma Derek F. Wong Xiaoshuai Sun Rongrong Ji VLM 45 1 0 17 Jun 2024
TasTe: Teaching Large Language Models to Translate through Self-Reflection Yutong Wang Jiali Zeng Xuebo Liu Fandong Meng Jie Zhou Min Zhang 41 13 0 12 Jun 2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation Yongjing Yin Jiali Zeng Yafu Li Fandong Meng Yue Zhang 47 1 0 03 Jun 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities David Stap Eva Hasler Bill Byrne Christof Monz Ke M. Tran 35 8 0 30 May 2024
Language Generation with Strictly Proper Scoring Rules Chenze Shao Fandong Meng Yijin Liu Jie Zhou 65 4 0 29 May 2024
G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation Xingyuan Pan Luyang Huang Liyan Kang Zhicheng Liu Yu Lu Shanbo Cheng ALM 43 11 0 21 May 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? D. Zhu Pinzhen Chen Miaoran Zhang Barry Haddow Xiaoyu Shen Dietrich Klakow 49 9 0 22 Apr 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models D. Zhu Sony Trenous Xiaoyu Shen Dietrich Klakow Bill Byrne Eva Hasler 76 3 0 17 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 49 9 0 21 Mar 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models Jiaxin Guo Hao Yang Zongyao Li Daimeng Wei Hengchao Shang Xiaoyu Chen 39 7 0 18 Mar 2024
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Liangxin Liu Xuebo Liu Derek F. Wong Dongfang Li Ziyi Wang Baotian Hu Min Zhang 53 17 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 48 9 0 26 Feb 2024
Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models Minghan Wang Thuy-Trang Vu Yuxia Wang Ehsan Shareghi Gholamreza Haffari 43 2 0 16 Feb 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 52 200 0 16 Jan 2024
Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models Pengzhi Gao Zhongjun He Hua Wu Haifeng Wang AI4CE 28 3 0 11 Jan 2024
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding Guangyu Yang Jinghong Chen Weizhe Lin Bill Byrne 24 20 0 14 Nov 2023
On-the-Fly Fusion of Large Language Models and Machine Translation Hieu T. Hoang Huda Khayrallah Marcin Junczys-Dowmunt 35 3 0 14 Nov 2023
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 32 10 0 06 Nov 2023
Beyond MLE: Convex Learning for Text Generation Chenze Shao Zhengrui Ma Min Zhang Yang Feng 22 3 0 26 Oct 2023
Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning Huan Ma Changqing Zhang Huazhu Fu Peilin Zhao Bing Wu OffRL AI4MH 29 17 0 05 Oct 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines Xin Cheng Xun Wang Tao Ge Si-Qing Chen Heng Chang Dongyan Zhao Rui Yan 69 2 0 29 Sep 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 41 57 0 20 Sep 2023
Simultaneous Machine Translation with Large Language Models Minghan Wang Jinming Zhao Thuy-Trang Vu Fatemeh Shiri Ehsan Shareghi Gholamreza Haffari 34 2 0 13 Sep 2023
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations Leonardo Ranaldi Giulia Pucci André Freitas 32 33 0 27 Aug 2023
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Yijie Chen Yanjun Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 50 26 0 24 Aug 2023
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models Shaolei Zhang Qingkai Fang Zhuocheng Zhang Zhengrui Ma Yan Zhou ... Mengyu Bu Shangtong Gui Yunji Chen Xilin Chen Yang Feng ALM 69 40 0 19 Jun 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 333 12,003 0 04 Mar 2022
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 68 25 0 14 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Bridging Neural Machine Translation and Bilingual Dictionaries Jiajun Zhang Chengqing Zong 60 54 0 24 Oct 2016