Extrapolating Large Language Models to Non-English by Aligning Languages

9 August 2023

Qingxiu Dong

Lingpeng Kong

Lei Li

Papers citing "Extrapolating Large Language Models to Non-English by Aligning Languages"

50 / 52 papers shown

Title
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Z. Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 41 0 0 06 May 2025
Uncovering inequalities in new knowledge learning by large language models across different languages Chenglong Wang Haoyu Tang Xiyuan Yang Yueqi Xie Jina Suh ... Junming Huang Yu Xie Zhaoya Gong Xing Xie Fangzhao Wu 51 0 0 06 Mar 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning Wenshuai Huo Xiaocheng Feng Yichong Huang Chengpeng Fu Baohang Li ... Dandan Tu Duyu Tang Yunfei Lu Hui Wang Bing Qin 55 0 0 03 Mar 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 40 3 0 24 Feb 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou A. Aw LRM AI4CE 55 2 0 27 Jan 2025
Facilitating large language model Russian adaptation with Learned Embedding Propagation Mikhail Tikhomirov D. Chernyshev 33 1 0 31 Dec 2024
Self-Evolution Knowledge Distillation for LLM-based Machine Translation Yuncheng Song Liang Ding Changtong Zan Shujian Huang 70 0 0 19 Dec 2024
Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation Samin Mahdizadeh Sani Pouya Sadeghi Thuy-Trang Vu Yadollah Yaghoobzadeh Gholamreza Haffari 71 2 0 17 Dec 2024
Sing it, Narrate it: Quality Musical Lyrics Translation Zhuorui Ye J. Li Rongwu Xu 28 0 0 29 Oct 2024
Guardians of Discourse: Evaluating LLMs on Multilingual Offensive Language Detection Jianfei He Lilin Wang Jiaying Wang Zhenyu Liu Hongbin Na Z. Wang Wei Wang Qi Chen 25 2 0 21 Oct 2024
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models Dahyun Kim Sukyung Lee Yungi Kim Attapol Rutherford Chanjun Park ELM 21 1 0 07 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 32 1 0 06 Oct 2024
InstaTrans: An Instruction-Aware Translation Framework for Non-English Instruction Datasets Yungi Kim Chanjun Park 26 0 0 02 Oct 2024
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation Vivek Iyer Bhavitvya Malik Pavel Stepachev Pinzhen Chen Barry Haddow Alexandra Birch ALM 29 3 0 23 Aug 2024
Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities Shaltiel Shmidman Avi Shmidman Amir DN Cohen Moshe Koppel 22 2 0 09 Jul 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 51 1 0 23 Jun 2024
Selected Languages are All You Need for Cross-lingual Truthfulness Transfer Weihao Liu Ning Wu Wenbiao Ding Shining Liang Ming Gong Dongmei Zhang HILM 32 0 0 20 Jun 2024
Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach Xuehao Zhai Hanlin Tian Lintong Li Tianyu Zhao 34 1 0 19 Jun 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback Wen Lai Mohsen Mesgar Alexander M. Fraser LRM ALM 48 18 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 27 8 0 30 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 38 46 0 21 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 30 1 0 08 May 2024
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights Wenhao Zhu Shujian Huang Fei Yuan Cheng Chen Jiajun Chen Alexandra Birch LRM 44 5 0 02 May 2024
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Tsimur Hadeliya D. Kajtoch 38 0 0 27 Apr 2024
Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities Kazuki Fujii Taishi Nakamura Mengsay Loem Hiroki Iida Masanari Ohi Kakeru Hattori Hirai Shota Sakae Mizuki Rio Yokota Naoaki Okazaki CLL 32 53 0 27 Apr 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 32 7 0 18 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 36 0 07 Apr 2024
Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer Hele-Andra Kuulmets Taido Purason Agnes Luhtaru Mark Fishel 21 17 0 05 Apr 2024
Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order Taishi Nakamura Mayank Mishra Simone Tedeschi Yekun Chai Jason T Stillerman ... Virendra Mehta Matthew Blumberg Victor May Huu Nguyen S. Pyysalo LRM 21 7 0 30 Mar 2024
WangchanLion and WangchanX MRC Eval Wannaphong Phatthiyaphaibun Surapon Nonesung Patomporn Payoungkhamdee Peerat Limkonchotiwat Can Udomcharoenchaikit Jitkapat Sawatphol Chompakorn Chaksangchaichot E. Chuangsuwanich Sarana Nutanong 45 0 0 24 Mar 2024
Decoding Multilingual Topic Dynamics and Trend Identification through ARIMA Time Series Analysis on Social Networks: A Novel Data Translation Framework Enhanced by LDA/HDP Models Samawel Jaballi Azer Mahjoubi Manar Joundy Hazar Salah Zrigui Henri Nicolas Mounir Zrigui 22 0 0 18 Mar 2024
mEdIT: Multilingual Text Editing via Instruction Tuning Vipul Raheja Dimitris Alikaniotis Vivek Kulkarni Bashar Alhafni Dhruv Kumar VLM 30 6 0 26 Feb 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers Chris Wendler V. Veselovsky Giovanni Monea Robert West 56 95 0 16 Feb 2024
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models Fei Yuan Chang Ma Shuai Yuan Qiushi Sun Lei Li 29 3 0 05 Feb 2024
An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios Zongjie Li Wenying Qiu Pingchuan Ma Yichen Li You Li Sijia He Baozheng Jiang Shuai Wang Weixi Gu 19 2 0 27 Jan 2024
MaLA-500: Massive Language Adaptation of Large Language Models Peiqin Lin Shaoxiong Ji Jörg Tiedemann André F. T. Martins Hinrich Schütze ELM 23 15 0 24 Jan 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision Dongkeun Yoon Joel Jang Sungdong Kim Seungone Kim Sheikh Shafayat Minjoon Seo LRM 22 14 0 19 Jan 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 36 197 0 16 Jan 2024
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models Jianhui Pang Fanghua Ye Longyue Wang Dian Yu Derek F. Wong Shuming Shi Zhaopeng Tu ALM 33 6 0 16 Jan 2024
Question Translation Training for Better Multilingual Reasoning Wenhao Zhu Shujian Huang Fei Yuan Shuaijie She Jiajun Chen Alexandra Birch LRM 18 27 0 15 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 22 0 0 10 Jan 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 20 10 0 15 Nov 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang W. Yu Mengzhao Jia Meng-Long Jiang Francesco Barbieri ALM 41 27 0 15 Nov 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 39 57 0 20 Sep 2023
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca Pinzhen Chen Shaoxiong Ji Nikolay Bogoychev Andrey Kutuzov Barry Haddow Kenneth Heafield 23 43 0 16 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding A. Aw Nancy F. Chen LRM 19 63 0 09 Sep 2023
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations Leonardo Ranaldi Giulia Pucci André Freitas 25 33 0 27 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 66 40 0 19 Jun 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 47 1 0 21 May 2023
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries Jiageng Wu X. Wu Zhaopeng Qiu Minghui Li Yingying Zhang Yefeng Zheng Changzheng Yuan Jie Yang LM&MA ELM AI4MH 19 16 0 17 May 2023