MindMerger: Efficient Boosting LLM Reasoning in non-English Languages

MindMerger: Efficient Boosting LLM Reasoning in non-English Languages

27 May 2024

Lei Li

Papers citing "MindMerger: Efficient Boosting LLM Reasoning in non-English Languages"

15 / 15 papers shown

Title
Improving Multilingual Language Models by Aligning Representations through Steering Omar Mahmoud B. L. Semage Thommen George Karimpanal Santu Rana LLMSV 2 0 0 19 May 2025
Crosslingual Reasoning through Test-Time Scaling Zheng-Xin Yong Muhammad Farid Adilazuarda Jonibek Mansurov Ruochen Zhang Niklas Muennighoff Carsten Eickhoff Genta Indra Winata Julia Kreutzer Stephen H. Bach Alham Fikri Aji LRM ELM 175 0 0 08 May 2025
Scaling Test-time Compute for Low-resource Languages: Multilingual Reasoning in LLMs Khanh-Tung Tran Barry O’Sullivan Hoang D. Nguyen LRM 34 0 0 02 Apr 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy Zhiwen Ruan Yixia Li He Zhu Longyue Wang Weihua Luo Kaifu Zhang Yuxiao Chen Guanhua Chen 52 0 0 17 Feb 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment Yuchun Fan Yongyu Mu Yilin Wang Lei Huang Junhao Ruan Yangqiu Song Tong Xiao Shujian Huang Xiaocheng Feng Jingbo Zhu LRM 49 3 0 08 Jan 2025
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only Jihan Yao Wenxuan Ding Shangbin Feng Lucy Lu Wang Yulia Tsvetkov 32 0 0 14 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghui Wang Weipeng Chen Ji-Rong Wen 68 0 0 10 Oct 2024
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages Yinquan Lu Wenhao Zhu Lei Li Yu Qiao Fei Yuan 42 24 0 08 Jul 2024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging Deyuan Liu Zhanyue Qin Han Wang Zhao Yang Zecheng Wang ... Zhao Lv Zhiying Tu Dianhui Chu Bo Li Dianbo Sui 22 2 0 24 Jun 2024
Data Contamination Can Cross Language Barriers Feng Yao Yufan Zhuang Zihao Sun Sunan Xu Animesh Kumar Jingbo Shang 48 6 0 19 Jun 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 287 4,261 0 30 Jan 2023
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 172 326 0 06 Oct 2022
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 339 12,003 0 04 Mar 2022
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 191 22 0 11 Sep 2021