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
Generative Emotion Cause Explanation in Multimodal Conversations Lin Wang Xiaocui Yang Shi Feng Daling Wang Yifei Zhang 39 0 0 01 Nov 2024
Enhancing the Traditional Chinese Medicine Capabilities of Large Language Model through Reinforcement Learning from AI Feedback Song Yu Xiaofei Xu Fangfei Xu Li Li LM&MA 35 1 0 01 Nov 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 69 6 0 31 Oct 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 223 0 0 30 Oct 2024
SciPIP: An LLM-based Scientific Paper Idea Proposer Wenxiao Wang Lihui Gu Liye Zhang Yunxiang Luo Yi Dai Chen Shen Liang Xie Binbin Lin Xiaofei He Jieping Ye 34 4 0 30 Oct 2024
Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective Shenghao Xie Wenqiang Zu Mingyang Zhao Duo Su Shilong Liu Ruohua Shi Guoqi Li Shanghang Zhang Lei Ma LRM 51 3 0 29 Oct 2024
SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types Yutao Mou Shikun Zhang Wei Ye ELM 40 9 0 29 Oct 2024
AAAR-1.0: Assessing AI's Potential to Assist Research Renze Lou Hanzi Xu Sijia Wang Jiangshu Du Ryo Kamoi ... Xi Li Kaipeng Zhang Congying Xia Lifu Huang Wenpeng Yin 43 5 0 29 Oct 2024
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior Hanyu Wang Saksham Suri Yixuan Ren Hao Chen Abhinav Shrivastava VGen 31 10 0 28 Oct 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu 47 3 0 28 Oct 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 33 2 0 28 Oct 2024
Face-MLLM: A Large Face Perception Model Haomiao Sun Mingjie He Tianheng Lian Hu Han Shiguang Shan VLM CVBM LRM 27 5 0 28 Oct 2024
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves? Han Bao Yue Huang Yanbo Wang Jiayi Ye Xiangqi Wang Preslav Nakov Mohamed Elhoseiny Jiahui Geng Mohamed Elhoseiny Xiangliang Zhang 60 7 0 28 Oct 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 34 5 0 27 Oct 2024
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization Zhecheng Li Yufei Wang Bryan Hooi Yujun Cai Naifan Cheung Nanyun Peng Kai-Wei Chang 44 1 0 26 Oct 2024
Counting Ability of Large Language Models and Impact of Tokenization Xiang Zhang Juntai Cao Chenyu You LRM 40 5 0 25 Oct 2024
CAMEL-Bench: A Comprehensive Arabic LMM Benchmark Sara Ghaboura Ahmed Heakl Omkar Thawakar Ali Alharthi Ines Riahi Abduljalil Saif Jorma T. Laaksonen Fahad Shahbaz Khan Salman Khan Rao Muhammad Anwer 58 1 0 24 Oct 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 34 3 0 24 Oct 2024
Aligning CodeLLMs with Direct Preference Optimization Yibo Miao Bofei Gao Shanghaoran Quan Junyang Lin Daoguang Zan Qingbin Liu Jian Yang Tianyu Liu Zhijie Deng 58 5 0 24 Oct 2024
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning Shivam Adarsh Kumar Shridhar Caglar Gulcehre Nicholas Monath Mrinmaya Sachan LRM 29 2 0 24 Oct 2024
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases Zhisheng Lin Yifu Liu Zhiling Luo Jinyang Gao Yu Li 29 0 0 24 Oct 2024
ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models Han Zhang Hongfu Gao Qiang Hu Guanhua Chen L. Yang Bingyi Jing Hongxin Wei Bing Wang Haifeng Bai Lei Yang AILaw ELM 52 2 0 24 Oct 2024
CLR-Bench: Evaluating Large Language Models in College-level Reasoning Junnan Dong Zijin Hong Yuanchen Bei Feiran Huang Xinrun Wang Xiao Huang ELM LRM 33 2 0 23 Oct 2024
Process Supervision-Guided Policy Optimization for Code Generation Ning Dai Zheng Wu Renjie Zheng Ziyun Wei Wenlei Shi Xing Jin Guanlin Liu Chen Dun Liang Huang Lin Yan 59 8 0 23 Oct 2024
SleepCoT: A Lightweight Personalized Sleep Health Model via Chain-of-Thought Distillation Huimin Zheng Xiaofeng Xing Xiangmin Xu VLM 53 1 0 22 Oct 2024
Optimizing Chain-of-Thought Reasoning: Tackling Arranging Bottleneck via Plan Augmentation Yuli Qiu Jiashu Yao Heyan Huang Yuhang Guo LRM 31 0 0 22 Oct 2024
MiniPLM: Knowledge Distillation for Pre-Training Language Models Yuxian Gu Hao Zhou Fandong Meng Jie Zhou Minlie Huang 73 5 0 22 Oct 2024
Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance Zhangwei Gao Zhe Chen Erfei Cui Yiming Ren Weiyun Wang ... Lewei Lu Tong Lu Yu Qiao Jifeng Dai Wenhai Wang VLM 74 24 0 21 Oct 2024
How to Build a Pre-trained Multimodal model for Simultaneously Chatting and Decision-making? Zuojin Tang Bin-Bin Hu Chenyang Zhao De Ma Gang Pan Bin Liu 25 0 0 21 Oct 2024
Reducing Hallucinations in Vision-Language Models via Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Zou VLM LLMSV 55 5 0 21 Oct 2024
Resource-Efficient Medical Report Generation using Large Language Models Abdullah Ameer Hamza Seong Tae Kim LM&MA MedIm 31 0 0 21 Oct 2024
Generative AI Agents in Autonomous Machines: A Safety Perspective Jason J. Jabbour Vijay Janapa Reddi AI4CE 51 4 0 20 Oct 2024
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation Yi Ren Han Zhang Weibin Li Diandong Liu Tianyi Zhang Jie He Jie He Licheng Jiao CVBM 29 0 0 20 Oct 2024
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges Haitao Li Junjie Chen Qingyao Ai Zhumin Chu Yujia Zhou Qian Dong Yiqun Liu 46 8 0 20 Oct 2024
Causality for Large Language Models Anpeng Wu Kun Kuang Minqin Zhu Yingrong Wang Yujia Zheng Kairong Han Yangqiu Song Guangyi Chen Fei Wu Kun Zhang LRM 51 7 0 20 Oct 2024
Lossless KV Cache Compression to 2% Zhen Yang Jizong Han Kan Wu Ruobing Xie An Wang Xingchen Sun Zhanhui Kang VLM MQ 36 2 0 20 Oct 2024
Evaluating Quantized Large Language Models for Code Generation on Low-Resource Language Benchmarks Enkhbold Nyamsuren MQ 29 1 0 18 Oct 2024
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning Xiaochuan Li Zichun Yu Chenyan Xiong SyDa 41 1 0 18 Oct 2024
Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning Pengfei He Zitao Li Yue Xing Yaling Li Jiliang Tang Bolin Ding LLMAG LRM 38 1 0 18 Oct 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems Nan Xu Xuezhe Ma LRM 59 4 0 18 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Lingpeng Kong DiffM LRM 74 15 0 18 Oct 2024
Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed AI4MH 59 2 0 18 Oct 2024
$γ-$ MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models Yaxin Luo Gen Luo Jiayi Ji Yiyi Zhou Xiaoshuai Sun Zhiqiang Shen Rongrong Ji VLM MoE 47 1 0 17 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 76 3 0 17 Oct 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 40 30 0 17 Oct 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 30 1 0 17 Oct 2024
Optimizing Preference Alignment with Differentiable NDCG Ranking Jiacong Zhou Xianyun Wang Jun Yu 35 2 0 17 Oct 2024
Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching Jie Peng Zhang Cao Huaizhi Qu Zhengyu Zhang Chang Guo Yanyong Zhang Zhichao Cao Tianlong Chen 42 2 0 17 Oct 2024
Trust but Verify: Programmatic VLM Evaluation in the Wild Viraj Prabhu Senthil Purushwalkam An Yan Caiming Xiong Ran Xu MLLM 41 1 0 17 Oct 2024
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch Caigao Jiang Xiang Shu Hong Qian Xingyu Lu Jun-ping Zhou Aimin Zhou Yang Yu 39 1 0 17 Oct 2024