Qwen Technical Report

28 September 2023

Jinze Bai

Shuai Bai

Yunfei Chu

Zeyu Cui

Kai Dang

Xiaodong Deng

Yang Fan

Wenbin Ge

Yu Han

Fei Huang

Binyuan Hui

Luo Ji

Mei Li

Junyang Lin

Runji Lin

Dayiheng Liu

Gao Liu

Chengqiang Lu

Keming Lu

Jianxin Ma

Rui Men

Xingzhang Ren

Xuancheng Ren

Chuanqi Tan

Sinan Tan

Jianhong Tu

Peng Wang

Shijie Wang

Wei Wang

Shengguang Wu

Benfeng Xu

Jin Xu

An Yang

Hao Yang

Jian Yang

Shusheng Yang

Yang Yao

Bowen Yu

Hongyi Yuan

Zheng Yuan

Jianwei Zhang

Xinyu Zhang

Yichang Zhang

Zhenru Zhang

Chang Zhou

Jingren Zhou

Xiaohuan Zhou

Tianhang Zhu

OSLM

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Title
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025 Yizhou Peng Bin Wang Yi-Wen Chao Ziyang Ma Haoyang Zhang Hexin Liu Xie Chen Eng Siong Chng ELM 20 0 0 08 Jul 2025
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR Yizhou Peng Hexin Liu Eng Siong Chng AuLLM 32 0 0 08 Jul 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang Shuo Tong Jian Liu Dongqi Tang Weiqiang Wang Wentong Li Hongxia Xu Danny Chen Jintai Chen Jian Wu LRM 74 0 0 01 Jul 2025
From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers Jingtong Su Julia Kempe Karen Ullrich 14 0 0 20 Jun 2025
Towards Effective Complementary Security Analysis using Large Language Models Jonas Wagner Simon Müller Christian Näther Jan-Philipp Steghöfer Andreas Both 15 0 0 20 Jun 2025
EvoLM: In Search of Lost Language Model Training Dynamics Zhenting Qi Fan Nie Alexandre Alahi James Zou Himabindu Lakkaraju Yilun Du Eric P. Xing Sham Kakade Hanlin Zhang 23 1 0 19 Jun 2025
DT-UFC: Universal Large Model Feature Coding via Peaky-to-Balanced Distribution Transformation Changsheng Gao Zijie Liu L. Li Dong Liu Xiaoyan Sun Weisi Lin OffRL 7 0 0 19 Jun 2025
Probing the Robustness of Large Language Models Safety to Latent Perturbations Tianle Gu Kexin Huang Zongqi Wang Yixu Wang Jie Li Yuanqi Yao Yang Yao Yujiu Yang Yan Teng Yingchun Wang AAML LLMSV 31 0 0 19 Jun 2025
Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures Vijay Prakash Dwivedi Charilaos I. Kanatsoulis Shenyang Huang Jure Leskovec GNN 3DV 40 0 0 19 Jun 2025
Arch-Router: Aligning LLM Routing with Human Preferences Co Tran Salman Paracha Adil Hafeez Shuguang Chen 15 0 0 19 Jun 2025
Understanding GUI Agent Localization Biases through Logit Sharpness Xingjian Tao Yiwei Wang Yujun Cai Zhicheng YANG Jing Tang LLMAG 15 0 0 18 Jun 2025
HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges Xianliang Yang Ling Zhang Haolong Qian Lei Song Jiang Bian 10 0 0 18 Jun 2025
PhishDebate: An LLM-Based Multi-Agent Framework for Phishing Website Detection Wenhao Li S. Manickam Yung-wey Chong Shankar Karuppayah LLMAG 38 0 0 18 Jun 2025
RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments Yuchuan Fu Xiaohan Yuan Dongxia Wang LLMAG ELM 15 0 0 18 Jun 2025
Thunder-Tok: Minimizing Tokens per Word in Tokenizing Korean Texts for Generative Language Models Gyeongje Cho Yeonkyoun So Chanwoo Park Sangmin Lee Sungmok Jung Jaejin Lee VLM 27 0 0 18 Jun 2025
Sequential Policy Gradient for Adaptive Hyperparameter Optimization Zheng Li Jerry Q. Cheng Huanying Gu OffRL 20 0 0 18 Jun 2025
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law Qiming Ge Shuhao Xing Songyang Gao Yunhua Zhou Yicheng Zou ... Zhi Chen Hang Yan Qi Zhang Q. Guo Kai Chen 27 0 0 16 Jun 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? Xixian Yong Jianxun Lian Xiaoyuan Yi Xiao Zhou Xing Xie LRM 25 0 0 16 Jun 2025
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design Kai Lan Jiayong Zhu Jiangtong Li Dawei Cheng Guang-Sheng Chen Changjun Jiang LRM 19 0 0 16 Jun 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 22 0 0 16 Jun 2025
MEraser: An Effective Fingerprint Erasure Approach for Large Language Models Jingxuan Zhang Zhenhua Xu Rui Hu Wenpeng Xing Xuhong Zhang Meng Han AAML 15 0 0 14 Jun 2025
Exploring Cultural Variations in Moral Judgments with Large Language Models Hadi Mohammadi Efthymia Papadopoulou Yasmeen F.S.S. Meijer Ayoub Bagheri 22 0 0 14 Jun 2025
RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking Shuo Yang Yuqin Dai Guoqing Wang Xinran Zheng Jinfeng Xu Jinze Li ZhenZhe Ying Weiqiang Wang Edith C. -H. Ngai HILM LRM 21 0 0 14 Jun 2025
Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation Xintong Wang Jingheng Pan Yixiao Liu Xiaohu Zhao Chenyang Lyu ... Chris Biemann L. Wang Linlong Xu Weihua Luo Kaifu Zhang MLLM 14 0 0 13 Jun 2025
Tracing LLM Reasoning Processes with Strategic Games: A Framework for Planning, Revision, and Resource-Constrained Decision Making Xiaopeng Yuan X. R. Zhang Ke Xu Yifan Xu Lijun Yu Jindong Wang Yushun Dong Haohan Wang LRM 22 0 0 13 Jun 2025
Efficient Long-Context LLM Inference via KV Cache Clustering Jie Hu Shengnan Wang Yutong He Ping Gong Jiawei Yi ... Youhui Bai Renhai Chen Gong Zhang Cheng-rong Li Kun Yuan 15 0 0 13 Jun 2025
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs Avinash Baidya Kamalika Das Xiang Gao LLMAG 10 0 0 13 Jun 2025
On the Natural Robustness of Vision-Language Models Against Visual Perception Attacks in Autonomous Driving Pedram MohajerAnsari Amir Salarpour Michael Kuhr Siyu Huang Mohammad Hamad Sebastian Steinhorst Habeeb Olufowobi Mert D. Pesé AAML 17 0 0 13 Jun 2025
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis Yuan Gao Mattia Piccinini Yuchen Zhang Dingrui Wang Korbinian Moller ... Steven Peters Andrea Stocco Bassam Alrifaee Marco Pavone Johannes Betz 19 0 0 13 Jun 2025
Long-Short Alignment for Effective Long-Context Modeling in LLMs Tianqi Du Haotian Huang Yifei Wang Yisen Wang 10 0 0 13 Jun 2025
LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System Hongbeen Park Minjeong Park Giljoo Nam Jinkyu Kim 100 1 0 12 Jun 2025
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs Qizhe Zhang Mengzhen Liu Lichen Li Ming Lu Yuan Zhang Junwen Pan Qi She Shanghang Zhang VLM 112 0 0 12 Jun 2025
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation Hamzeh Asgharnezhad Pegah Tabarisaadi Abbas Khosravi R. Alizadehsani Usha R. Acharya 122 0 0 12 Jun 2025
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Y. Zhang Hewei Gao Haokun Chen Weiguo Li Yunpu Ma Volker Tresp 14 0 0 12 Jun 2025
Prompts to Summaries: Zero-Shot Language-Guided Video Summarization Mario Barbara Alaa Maalouf 139 0 0 12 Jun 2025
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning C. L. Philip Chen Yunpeng Zhai Yifan Zhao Jinyang Gao Bolin Ding Jia Li 41 0 0 11 Jun 2025
The Emergence of Abstract Thought in Large Language Models Beyond Any Language Yuxin Chen Yiran Zhao Yang Zhang An Zhang Kenji Kawaguchi Shafiq Joty Junnan Li Tat-Seng Chua Michael Shieh Wenxuan Zhang LRM 63 0 0 11 Jun 2025
Reasoning Models Are More Easily Gaslighted Than You Think B. Zhu Hailong Yin Jingjing Chen Yu Jiang LRM 78 0 0 11 Jun 2025
D-LiFT: Improving LLM-based Decompiler Backend via Code Quality-driven Fine-tuning Muqi Zou Hongyu Cai Hongwei Wu Zion Leonahenahe Basque Arslan Khan ... Tian Antonio Bianchi Ruoyu Wang Dongyan Xu 17 0 0 11 Jun 2025
Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints Sunil Kumar Bowen Zhao Leo Parker Dirac Paulina Varshavskaya LRM 10 0 0 10 Jun 2025
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving Yuxuan Zhou Xien Liu Chenwei Yan Chen Ning X. Zhang ... Xiangling Fu Shijin Wang Guoping Hu Yu Wang Ji Wu ELM 35 0 0 10 Jun 2025
Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better Dianyi Wang Wei Song Yikun Wang Siyuan Wang Kaicheng Yu Zhongyu Wei Jiaqi Wang 31 1 0 10 Jun 2025
Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models Haoyu Wang Peihao Wang Mufei Li Shikun Liu Siqi Miao Zhangyang Wang P. Li 13 0 0 09 Jun 2025
"I wasn't sure if this is indeed a security risk": Data-driven Understanding of Security Issue Reporting in GitHub Repositories of Open Source npm Packages Rajdeep Ghosh Shiladitya De Mainack Mondal 20 0 0 09 Jun 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs Wenyu Zhang Yingxu He Geyu Lin Zhuohan Liu Shuo Sun ... Jeremy H.M Wong Qiongqiong Wang Hardik B. Sailor Nancy F. Chen Ai Ti Aw AuLLM 25 0 0 07 Jun 2025
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness Rongzhe Wei Peizhi Niu Hans Hao-Hsun Hsu Ruihan Wu Haoteng Yin ... Vamsi K. Potluru Eli Chien Kamalika Chaudhuri Olgica Milenković P. Li MU KELM 57 0 0 06 Jun 2025
WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Jakaria Islam Emon Kazi Tamanna Alam Md Abu Salek 22 0 0 06 Jun 2025
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts Hengzhi Li Brendon Jiang Alexander Naehu Regan Song Justin Zhang ... Steven-Shine Chen Adithya Balachandran Wei Dai Rebecca Chang Paul Pu Liang ReLM LRM 64 0 0 06 Jun 2025
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Jiachen Zhu Menghui Zhu Renting Rui Rong Shan Congmin Zheng ... Jianghao Lin Weiwen Liu Ruiming Tang Yong Yu Weinan Zhang LLMAG ELM 43 0 0 06 Jun 2025
RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation Tianjiao Li Mengran Yu Chenyu Shi Yanjun Zhao Xiaojing Liu Qiang Zhang Qi Zhang Xuanjing Huang Jiayin Wang 98 0 0 05 Jun 2025