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
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 125 5 0 19 Mar 2025
Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study Xingxuan Zhang Haoran Wang Jiansheng Li Yuan Xue Shikai Guan Renzhe Xu Hao Zou Han Yu Peng Cui 79 0 0 19 Mar 2025
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification Junnan Zhu Min Xiao Yining Wang Feifei Zhai Yu Zhou Chengqing Zong 121 0 0 19 Mar 2025
Improving LLM Video Understanding with 16 Frames Per Second Yongqian Li Changli Tang Jimin Zhuang Yudong Yang Guangzhi Sun W. Li Zejun Ma Chao Zhang VLM 147 2 0 18 Mar 2025
HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL Heng Ping Shixuan Li Peiyu Zhang Anzhe Cheng Shukai Duan ... Xiongye Xiao Wei Yang Shahin Nazarian Andrei Irimia Paul Bogdan 99 3 0 18 Mar 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang 108 3 0 18 Mar 2025
XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants Adam Štorek Mukur Gupta Noopur Bhatt Aditya Gupta Janie Kim Prashast Srivastava Suman Jana AAML 229 0 0 18 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 115 0 0 18 Mar 2025
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models Yuxiang Lai Shitian Zhao Ming Li Jike Zhong Xiaofeng Yang OffRL LRM LM&MA VLM 186 31 0 18 Mar 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models Hao Yin Guangzong Si Zilei Wang 418 1 0 17 Mar 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models Xinyan Jiang Hang Ye Yongxin Zhu Xiaoying Zheng Zikang Chen Jun Gong 110 0 0 17 Mar 2025
HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding Jiahe Zhao Ruibing Hou Zejie Tian Hong Chang Shiguang Shan 81 0 0 17 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 126 0 0 17 Mar 2025
Overview of the NTCIR-18 Automatic Evaluation of LLMs (AEOLLM) Task Junjie Chen Haitao Li Zhumin Chu Yixiao Liu Qingyao Ai 50 0 0 17 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Zhanting Zhou Haicheng Liao Zhijiang Guo Li Li Chengzhong Xu FedML 154 5 0 15 Mar 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion A. Nassar Andres Marafioti Matteo Omenetti Maksym Lysak Nikolaos Livathinos ... Yusik Kim A. Said Gurbuz Michele Dolfi Miquel Farré Peter W. J. Staar 102 6 0 14 Mar 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren Wentao Ma Huan Yang Cong Wei Ge Zhang Wenhu Chen Mamba 83 5 0 14 Mar 2025
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu ... Xiang Li Kai Yun Qiyuan Chen Rongze Chen Chunfu Jia 98 0 0 14 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 126 0 0 14 Mar 2025
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Weiyun Wang Zhangwei Gao Lawrence Yunliang Chen Zhe Chen Jinguo Zhu ... Lewei Lu Haodong Duan Yu Qiao Jifeng Dai Wenhai Wang LRM 148 39 0 13 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 145 3 0 13 Mar 2025
StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error Steve Yang C. Wang Yidong Wang Xiaotao Gu Minlie Huang J. Tang LRM LLMAG 124 2 0 13 Mar 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Yong Liu ... Wanli Ouyang Zhiwei Xiong Peng Gao Qibin Hou Ming-Ming Cheng 239 3 0 13 Mar 2025
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content Bhavik Chandna Mariam Aboujenane Usman Naseem 102 0 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu OffRL ViT 160 20 0 13 Mar 2025
NeurIPS 2023 LLM Efficiency Fine-tuning Competition Mark Saroufim Yotam Perlitz Leshem Choshen Luca Antiga Greg Bowyer ... Ashvini Kumar Jindal Pawan Kumar Rajpoot Ankur Parikh Joe Isaacson Weiwei Yang ELM 71 3 0 13 Mar 2025
Evaluating the Generalizability of LLMs in Automated Program Repair Fengjie Li Jiajun Jiang Jiajun Sun Hongyu Zhang 73 0 0 12 Mar 2025
DAVE: Diagnostic benchmark for Audio Visual Evaluation Gorjan Radevski Teodora Popordanoska Matthew B. Blaschko Tinne Tuytelaars 92 0 0 12 Mar 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process Minjun Zhu Yixuan Weng Linyi Yang Yue Zhang ALM LRM 107 7 0 11 Mar 2025
RAG-Adapter: A Plug-and-Play RAG-enhanced Framework for Long Video Understanding Xichen Tan Yunfan Ye Yuanjing Luo Qian Wan Fang Liu Zhiping Cai VLM 116 1 0 11 Mar 2025
Multi-Cue Adaptive Visual Token Pruning for Large Vision-Language Models Bozhi Luan Wengang Zhou Hao Feng Zhe Wang Xiaosong Li Haoyang Li VLM 129 0 0 11 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 140 1 0 11 Mar 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning Jiazheng Liu Sipeng Zheng Börje F. Karlsson Zongqing Lu 62 0 0 10 Mar 2025
V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation Guiwei Zhang Tianyu Zhang Mohan Zhou Yalong Bai Biye Li 145 0 0 10 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 116 0 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 148 3 0 10 Mar 2025
Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning Huilin Deng Ding Zou Rui Ma Hongchen Luo Yang Cao Yu Kang LRM VLM 115 22 0 10 Mar 2025
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting Haicheng Liao Hanlin Kong Bonan Wang Chengyue Wang Wang Ye Zhengbing He Chengzhong Xu Zehan Li 113 8 0 10 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 240 88 0 10 Mar 2025
REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding Yan Tai Luhao Zhu Zhiqiang Chen Ynan Ding Yiying Dong Xiaohong Liu Guodong Guo MLLM ObjD 97 0 0 10 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Ning Wang Kai Wang 88 1 0 10 Mar 2025
GenAI for Simulation Model in Model-Based Systems Engineering Lin Zhang Yu Zhang Dusit Niyato Lei Ren Pengfei Gu Zhen Chen Y. Laili Wentong Cai Agostino Bruzzone AI4CE 71 0 0 09 Mar 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs Qingbin Liu Yi Yang Kar Yan Tam 123 0 0 09 Mar 2025
Evaluation of Safety Cognition Capability in Vision-Language Models for Autonomous Driving Enming Zhang Peizhe Gong Xingyuan Dai Yisheng Lv Qinghai Miao MLLM ELM 109 2 0 09 Mar 2025
Unlocking Pretrained LLMs for Motion-Related Multimodal Generation: A Fine-Tuning Approach to Unify Diffusion and Next-Token Prediction Shinichi Tanaka Zhao Wang Yoichi Kato Jun Ohya DiffM 82 0 0 08 Mar 2025
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing Neemesh Yadav Jiarui Liu Francesco Ortu Roya Ensafi Zhijing Jin Rada Mihalcea 70 0 0 07 Mar 2025
PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks Feng Ni Kui Huang Yao Lu Wenyu Lv Guanzhong Wang Zeyu Chen Yang Liu VLM 160 0 0 06 Mar 2025
A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning Qing Zhou Tao Yang Junyu Gao W. Ni Junzheng Wu Qi Wang 78 0 0 06 Mar 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models Benyamin Jamialahmadi Parsa Kavehzadeh Mehdi Rezagholizadeh Parsa Farinneya Hossein Rajabzadeh A. Jafari Boxing Chen Marzieh S. Tahaei 92 0 0 06 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 106 1 0 05 Mar 2025