Title
Could Thinking Multilingually Empower LLM Reasoning? Changjiang Gao Xu Huang Wenhao Zhu Shujian Huang Lei Li Fei Yuan LRM 17 0 0 16 Apr 2025
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From Changjiang Gao Hankun Lin Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Jiajun Chen LRM 39 0 0 15 Apr 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 35 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 48 0 0 27 Jan 2025
Facilitating large language model Russian adaptation with Learned Embedding Propagation Mikhail Tikhomirov D. Chernyshev 20 1 0 31 Dec 2024
LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Reasoning Hongbin Zhang K. Chen Xuefeng Bai Yang Xiang Min Zhang 63 0 0 17 Dec 2024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent Yangning Li Yinghui Li Xinyu Wang Yong-feng Jiang Zhen Zhang ... Hui Wang Hai-Tao Zheng Pengjun Xie Philip S. Yu Fei Huang 44 15 0 05 Nov 2024
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model Siwei Wu Zhongyuan Peng Xinrun Du Tuney Zheng Minghao Liu ... Zhaoxiang Zhang Wenhao Huang Ge Zhang Chenghua Lin J. H. Liu ELM LLMAG LRM AI4CE 29 28 0 17 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J. Zhang ALM LRM 42 4 0 11 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 28 1 0 09 Oct 2024
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models Lucas Bandarkar Benjamin Muller Pritish Yuvraj Rui Hou Nayan Singhal Hongjiang Lv Bing-Quan Liu KELM LRM MoMe 16 2 0 02 Oct 2024
Concept Space Alignment in Multilingual LLMs Qiwei Peng Anders Søgaard 22 3 0 01 Oct 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 19 1 0 10 Sep 2024
FuzzCoder: Byte-level Fuzzing Test via Large Language Model Liqun Yang Jian Yang Chaoren Wei Guanglin Niu Ge Zhang ... Yuwei Yin Junran Peng Jiaxin Ma Liang Sun Zhoujun Li 45 0 0 03 Sep 2024
EAGLE: Elevating Geometric Reasoning through LLM-empowered Visual Instruction Tuning Zhihao Li Yao Du Yang Liu Yan Zhang Yufang Liu M. Zhang Xunliang Cai LRM 16 1 0 21 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 57 17 0 17 Aug 2024
Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model Xia Hou Qifeng Li Jian Yang Tongliang Li Linzheng Chai ... Hangyuan Ji Zhoujun Li Jixuan Nie Jingbo Dun Wenfeng Song 22 2 0 03 Jul 2024
UniCoder: Scaling Code Large Language Model via Universal Code Tao Sun Linzheng Chai Jian Yang Yuwei Yin Hongcheng Guo Jiaheng Liu Bing Wang Liqun Yang Zhoujun Li OffRL LRM 54 16 0 24 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 27 2 0 20 Jun 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? Pinzhen Chen Simon Yu Zhicheng Guo Barry Haddow ELM 35 1 0 18 Jun 2024
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? Z. Yang Y. Zhang Tianyu Liu Jian Yang Junyang Lin Chang Zhou Zhifang Sui ALM LRM ELM HILM 45 1 0 18 Jun 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models Huiyuan Lai Malvina Nissim LRM 25 14 0 04 Jun 2024
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages Zixian Huang Wenhao Zhu Gong Cheng Lei Li Fei Yuan LRM 24 4 0 27 May 2024
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser Xianfu Cheng Hang Zhang Jian Yang Xiang Li Weixiao Zhou ... Fei Liu Wei Zhang Tao Sun Tongliang Li Zhoujun Li 36 2 0 27 May 2024
ECLIPSE: Semantic Entropy-LCS for Cross-Lingual Industrial Log Parsing Wei Zhang Xianfu Cheng Yi Zhang Jian Yang Hongcheng Guo ... Xi Yin Xiangyuan Guan Xu Shi Liangfan Zheng Bo-Wen Zhang 29 5 0 22 May 2024
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence Hangyuan Ji Jian Yang Linzheng Chai Chaoren Wei Liqun Yang ... Tianzhen Sun Hongcheng Guo Tongliang Li Changyu Ren Zhoujun Li 28 6 0 06 May 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model Runzhe Zhan Xinyi Yang Derek F. Wong Lidia S. Chao Yue Zhang 38 10 0 25 Apr 2024
mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture Wei Emma Zhang Hongcheng Guo Jian Yang Yi Zhang Chaoran Yan ... Chao Chen Yi Liang Xu Shi Liangfan Zheng Bowei Zhang 36 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 35 0 07 Apr 2024
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt Jian Yang Hongcheng Guo Yuwei Yin Jiaqi Bai Bing Wang Jiaheng Liu Xinnian Liang Linzheng Cahi Liqun Yang Zhoujun Li 25 4 0 26 Mar 2024
New Intent Discovery with Attracting and Dispersing Prototype Shun Zhang Jian Yang Jiaqi Bai Chaoran Yan Tongliang Li Zhao Yan Zhoujun Li 33 2 0 25 Mar 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models Yanan Wu Jie Liu Xingyuan Bu Jiaheng Liu Zhanhui Zhou ... Haibin Chen Tiezheng Ge Wanli Ouyang Wenbo Su Bo Zheng LRM 24 6 0 22 Feb 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer Seong Hoon Lim Taejun Yun Jinhyeon Kim Jihun Choi Taeuk Kim 29 1 0 21 Feb 2024
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Janet Liu LRM 19 9 0 19 Feb 2024
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies Yining Huang Keke Tang Meilian Chen 19 9 0 14 Feb 2024
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models Jiaheng Liu Zhiqi Bai Yuanxing Zhang Chenchen Zhang Yu Zhang ... Wenbo Su Tiezheng Ge Jie Fu Wenhu Chen Bo Zheng 32 8 0 13 Jan 2024
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 13 10 0 16 Oct 2023
mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning Ying Mo Jian Yang Jiahao Liu Qifan Wang Ruoyu Chen Jingang Wang Zhoujun Li 13 23 0 17 Aug 2023
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework Bin Wang Xinnian Liang Jian Yang Huijia Huang Shuangzhi Wu Peihao Wu Lu Lu Zejun Ma Zhoujun Li LLMAG KELM RALM 59 24 0 26 Apr 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 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 301 11,730 0 04 Mar 2022
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 153 110 0 25 Aug 2019