Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment

10 May 2023

Papers citing "Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment"

39 / 39 papers shown

Title
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Zihan Wang Jun Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 159 0 0 05 May 2025
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacks Amey Hengle Prasoon Bajpai Soham Dan Tanmoy Chakraborty LRM 33 0 0 17 Apr 2025
Mimic In-Context Learning for Multimodal Tasks Yuchu Jiang Jiale Fu Chenduo Hao Xinting Hu Yingzhe Peng Xin Geng Xu Yang 32 0 0 11 Apr 2025
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation Vivek Iyer Ricardo Rei Pinzhen Chen Alexandra Birch SyDa LM&MA 73 0 0 29 Mar 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models Anirudh Sundar Sinead Williamson Katherine Metcalf B. Theobald Skyler Seto Masha Fedzechkina LLMSV 80 0 0 24 Feb 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models Masahiro Kaneko Alham Fikri Aji Timothy Baldwin 78 0 0 17 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 73 8 0 21 Jan 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 41 0 0 12 Jan 2025
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning Xinyu Tang Xiaolei Wang Wayne Xin Zhao Zhicheng Dou 53 4 0 26 Oct 2024
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning Jingyu Hu Weiru Liu Mengnan Du 27 2 0 19 Aug 2024
SADL: An Effective In-Context Learning Method for Compositional Visual QA Long Hoang Dang T. Le Vuong Le Tu Minh Phuong Truyen Tran ReLM CoGe 54 2 0 02 Jul 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models Vipul Rathore Aniruddha Deb Ankish Chandresh Parag Singla Mausam LRM 52 0 0 27 Jun 2024
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs Vaibhav Singh Amrith Krishna Karthika NJ Ganesh Ramakrishnan 29 4 0 25 Jun 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 66 1 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 75 4 0 22 Jun 2024
AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought Yongheng Zhang Qiguang Chen Min Li Wanxiang Che Libo Qin LRM 46 6 0 20 Jun 2024
MINERS: Multilingual Language Models as Semantic Retrievers Genta Indra Winata Ruochen Zhang David Ifeoluwa Adelani RALM 49 5 0 11 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 262 68 0 03 Jun 2024
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks Anwoy Chatterjee Eshaan Tanwar Subhabrata Dutta Tanmoy Chakraborty LRM 32 7 0 17 May 2024
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples Peiqin Lin André F. T. Martins Hinrich Schütze RALM 50 2 0 08 May 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander Fraser 41 10 0 09 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
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 46 35 0 25 Mar 2024
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? E. Razumovskaia Ivan Vulić Anna Korhonen 46 6 0 04 Mar 2024
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging Yiran Zhao Wenxuan Zhang Huiming Wang Kenji Kawaguchi Lidong Bing MoMe 37 15 0 29 Feb 2024
How do Large Language Models Handle Multilingualism? Yiran Zhao Wenxuan Zhang Guizhen Chen Kenji Kawaguchi Lidong Bing LRM 46 55 0 29 Feb 2024
Unveiling Linguistic Regions in Large Language Models Zhihao Zhang Jun Zhao Qi Zhang Tao Gui Xuanjing Huang 55 11 0 22 Feb 2024
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis Miaoran Zhang Vagrant Gautam Mingyang Wang Jesujoba Oluwadara Alabi Xiaoyu Shen Dietrich Klakow Marius Mosbach 47 8 0 20 Feb 2024
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang Yingzhe Peng Haoxuan Ma Shuo Xu Chi Zhang Yucheng Han Hanwang Zhang 32 5 0 15 Dec 2023
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning Chaoyi Zhang K. Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 26 28 0 29 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 29 15 0 14 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 108 10 0 11 Nov 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 57 7 0 01 Nov 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 32 75 0 23 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Qi Zhang Jingting Ye Menghan Zhang Xuanjing Huang 41 4 0 19 Oct 2023
Gender-specific Machine Translation with Large Language Models Eduardo Sánchez Pierre Yves Andrews Pontus Stenetorp Mikel Artetxe Marta R. Costa-jussá 35 2 0 06 Sep 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 33 52 0 23 May 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 20 464 0 31 Dec 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021