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
ESGReveal: An LLM-based approach for extracting structured data from ESG reports Yi Zou Mengying Shi Zhongjie Chen Zhu Deng Zongxiong Lei Zihan Zeng Shiming Yang Hongxiang Tong Lei Xiao Wenwen Zhou 47 9 0 25 Dec 2023
Make-A-Character: High Quality Text-to-3D Character Generation within Minutes Jianqiang Ren Chao He Lin Liu Jiahao Chen Yutong Wang ... Siqi Hu Tao Chen Kunkun Zheng Jianjing Xiang Liefeng Bo 28 4 0 24 Dec 2023
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes Lizhou Fan Wenyue Hua Lingyao Li Haoyang Ling Yongfeng Zhang LRM 31 45 0 22 Dec 2023
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 176 943 0 21 Dec 2023
VCoder: Versatile Vision Encoders for Multimodal Large Language Models Jitesh Jain Jianwei Yang Humphrey Shi MLLM 26 24 0 21 Dec 2023
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step Zehui Chen Weihua Du Wenwei Zhang Kuikun Liu Jiangning Liu ... Jingming Zhuo Songyang Zhang Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ELM 55 26 0 21 Dec 2023
Shai: A large language model for asset management Zhongyang Guo Guanran Jiang Zhongdan Zhang Peng Li Zhefeng Wang Yinchun Wang ALM LM&MA 41 4 0 21 Dec 2023
Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment Fengli Xu Jun Zhang Chen Gao J. Feng Yong Li AI4CE LLMAG 26 29 0 19 Dec 2023
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint Wei Xiong Hanze Dong Chen Ye Ziqi Wang Han Zhong Heng Ji Nan Jiang Tong Zhang OffRL 38 163 0 18 Dec 2023
VinaLLaMA: LLaMA-based Vietnamese Foundation Model Quan Van Nguyen Huy Quang Pham Dung Dao ALM 23 8 0 18 Dec 2023
One-Shot Learning as Instruction Data Prospector for Large Language Models Yunshui Li Binyuan Hui Xiaobo Xia Jiaxi Yang Min Yang ... Ling-Hao Chen Junhao Liu Tongliang Liu Fei Huang Yongbin Li 38 31 0 16 Dec 2023
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang Yingzhe Peng Haoxuan Ma Shuo Xu Chi Zhang Yucheng Han Hanwang Zhang 32 5 0 15 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 44 30 0 12 Dec 2023
LLM360: Towards Fully Transparent Open-Source LLMs Zhengzhong Liu Aurick Qiao W. Neiswanger Hongyi Wang Bowen Tan ... Zhiting Hu Mark Schulze Preslav Nakov Timothy Baldwin Eric P. Xing 49 70 0 11 Dec 2023
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge Jinrong Yang Jian‐Yuan Sun Chunrui Han Xiangyu Zhang MLLM VLM 66 74 0 11 Dec 2023
Large Multimodal Model Compression via Efficient Pruning and Distillation at AntGroup Maolin Wang Yao-Min Zhao Jiajia Liu Jingdong Chen Chenyi Zhuang Jinjie Gu Ruocheng Guo Xiangyu Zhao 20 6 0 10 Dec 2023
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models Haojie Pan Zepeng Zhai Hao Yuan Yaojia Lv Ruiji Fu Ming Liu Zhongyuan Wang Bing Qin LLMAG RALM 26 10 0 08 Dec 2023
Natural-language-driven Simulation Benchmark and Copilot for Efficient Production of Object Interactions in Virtual Road Scenes Kairui Yang Zihao Guo Gengjie Lin Haotian Dong Die Zuo ... Zhao Huang Zhecheng Xu Fupeng Li Ziyun Bai Di Lin 29 1 0 07 Dec 2023
UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity Jia-li Zuo Hanyu Zhou Ying Nie Feng Zhang Tianyu Guo Nong Sang Yunhe Wang Changxin Gao 35 17 0 06 Dec 2023
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks Xuanimng Cui Alejandro Aparcedo Young Kyun Jang Ser-Nam Lim AAML VLM 24 38 0 06 Dec 2023
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation Shan Zhong Zhongzhan Huang Shanghua Gao Wushao Wen Liang Lin Marinka Zitnik Pan Zhou LLMAG LRM 19 35 0 05 Dec 2023
SeaLLMs -- Large Language Models for Southeast Asia Xuan-Phi Nguyen Wenxuan Zhang Xin Li Mahani Aljunied Zhiqiang Hu ... Yue Deng Sen Yang Chaoqun Liu Hang Zhang Li Bing LRM 34 73 0 01 Dec 2023
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation Pei Ke Bosi Wen Andrew Feng Xiao-Yang Liu Xuanyu Lei ... Aohan Zeng Yuxiao Dong Hongning Wang Jie Tang Minlie Huang ELM ALM 47 23 0 30 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 95 198 0 28 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 67 21 0 28 Nov 2023
CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models Yuhang Wang Yanxu Zhu Chao Kong Shuyu Wei Xiaoyuan Yi Xing Xie Jitao Sang ALM VLM ELM 21 5 0 28 Nov 2023
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs Haoqin Tu Chenhang Cui Zijun Wang Yiyang Zhou Bingchen Zhao Junlin Han Wangchunshu Zhou Huaxiu Yao Cihang Xie MLLM 60 71 0 27 Nov 2023
ChartLlama: A Multimodal LLM for Chart Understanding and Generation Yucheng Han C. Zhang Xin Chen Xu Yang Zhibin Wang Gang Yu Bin-Bin Fu Hanwang Zhang MLLM 28 94 0 27 Nov 2023
Optimizing and Fine-tuning Large Language Model for Urban Renewal Xi Wang Xianyao Ling Tom Zhang Xuecao Li Shaolan Wang Zhixing Li Liang Zhang Peng Gong 70 7 0 27 Nov 2023
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation Xun Liang Shichao Song Simin Niu Zhiyu Li Zhiyu Li ... Zhaohui Wy Dawei He Peng Cheng Zhonghao Wang Haiying Deng HILM 34 19 0 26 Nov 2023
AutoEval-Video: An Automatic Benchmark for Assessing Large Vision Language Models in Open-Ended Video Question Answering Xiuyuan Chen Yuan Lin Yuchen Zhang Weiran Huang ELM MLLM 31 26 0 25 Nov 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 33 27 0 24 Nov 2023
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Conghui He Jiaqi Wang Feng Zhao Dahua Lin MLLM VLM 58 583 0 21 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 47 3 0 21 Nov 2023
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Yuanyuan Sun Hongfei Lin LM&MA 99 51 0 20 Nov 2023
Meta Prompting for AI Systems Yifan Zhang Yang Yuan Andrew Chi-Chih Yao LLMAG LRM 29 5 0 20 Nov 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 60 0 16 Nov 2023
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models Keming Lu Hongyi Yuan Runji Lin Junyang Lin Zheng Yuan Chang Zhou Jingren Zhou MoE LRM 45 52 0 15 Nov 2023
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models Yunfei Chu Jin Xu Xiaohuan Zhou Qian Yang Shiliang Zhang Zhijie Yan Chang Zhou Jingren Zhou AuLLM 42 274 0 14 Nov 2023
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning Junke Wang Lingchen Meng Zejia Weng Bo He Zuxuan Wu Yu-Gang Jiang MLLM VLM 38 94 0 13 Nov 2023
Towards the Law of Capacity Gap in Distilling Language Models Chen Zhang Dawei Song Zheyu Ye Yan Gao ELM 38 20 0 13 Nov 2023
CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model Yang Lei Jiangtong Li Dawei Cheng Zhijun Ding Changjun Jiang 20 10 0 10 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 38 107 0 09 Nov 2023
PhoGPT: Generative Pre-training for Vietnamese Dat Quoc Nguyen L. T. Nguyen Chi Tran Dung Ngoc Nguyen D.Q. Phung Hung Bui 28 9 0 06 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 35 16 0 03 Nov 2023
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews Xintao Wang Yunze Xiao Jen-tse Huang Siyu Yuan Rui Xu ... Ziang Leng Wei Wang Jiangjie Chen Cheng Li Yanghua Xiao 25 84 0 27 Oct 2023
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? Zeyang Zhang Xin Wang Ziwei Zhang Haoyang Li Yi Qin Wenwu Zhu 40 26 0 26 Oct 2023
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 62 110 0 26 Oct 2023
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models Fangyu Lei Qian Liu Yiming Huang Shizhu He Jun Zhao Kang Liu ELM LRM 25 12 0 23 Oct 2023