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
Hammer: Robust Function-Calling for On-Device Language Models via Function Masking Qiqiang Lin Muning Wen Qiuying Peng Guanyu Nie Junwei Liao ... Jiamu Zhou Cheng Cheng Yin Zhao Jun Wang Weinan Zhang 88 21 0 06 Oct 2024
LLM Gesticulator: Leveraging Large Language Models for Scalable and Controllable Co-Speech Gesture Synthesis Haozhou Pang Tianwei Ding Lanshan He Ming Tao Lu Zhang Qi Gan 59 1 0 06 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 189 20 0 06 Oct 2024
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 65 1 0 05 Oct 2024
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge Jiayi Ye Yanbo Wang Yue Huang Dongping Chen Qihui Zhang ... Werner Geyer Chao Huang Pin-Yu Chen Nitesh Chawla Xiangliang Zhang ELM 128 78 0 03 Oct 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration Weikang Yuan Junjie Cao Zhuoren Jiang Yangyang Kang Jun Lin Kaisong Song Tianqianjin Lin Pengwei Yan Changlong Sun Wei Lu AILaw ELM LRM 61 3 0 03 Oct 2024
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling Yuxuan Yao Han Wu Mingyang Liu Sichun Luo Xiongwei Han Jie Liu Zhijiang Guo Linqi Song 107 7 0 03 Oct 2024
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models Guobin Shen Dongcheng Zhao Yiting Dong Xiang He Yi Zeng AAML 116 4 0 03 Oct 2024
Visual Perception in Text Strings Qi Jia Xiang Yue Shanshan Huang Ziheng Qin Yizhu Liu Bill Yuchen Lin Yang You VLM 80 2 0 02 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 118 5 0 02 Oct 2024
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts Suyu Ge Xihui Lin Yunan Zhang Jiawei Han Hao Peng 117 4 0 02 Oct 2024
Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models Yunhao Yang Yuxin Hu Mao Ye Zaiwei Zhang Zhichao Lu Yi Xu Ufuk Topcu Ben Snyder 85 2 0 02 Oct 2024
The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs Hong Li Nanxi Li Yuanjie Chen Jianbin Zhu Qinlu Guo Cewu Lu Yong-Lu Li MLLM 111 1 0 02 Oct 2024
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models Tung-Yu Wu Pei-Yu Lo ReLM LRM 129 2 0 02 Oct 2024
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models Yuxuan Zhang Ruizhe Li MoMe 199 2 0 02 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking Danqing Wang Jianxin Ma Fei Fang Lei Li LLMAG LRM 461 0 0 02 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 119 4 0 01 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 198 25 0 01 Oct 2024
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer Zhen Han Zeyinzi Jiang Yulin Pan Jingfeng Zhang Chaojie Mao Chenwei Xie Yu Liu Jingren Zhou DiffM 87 21 0 30 Sep 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan Chen Shen Shaotian Yan Xiaofeng Zhang Liang Xie Wenxiao Wang Renchu Guan Ying Wang Jieping Ye ReLM LRM 99 7 0 30 Sep 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering Jiacong Wang Bohong Wu Haiyong Jiang Xun Zhou Xin Xiao Haoyuan Guo Jun Xiao VLM VGen 113 6 0 30 Sep 2024
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models Haitao Li You Chen Qingyao Ai Yueyue Wu Ruizhe Zhang Yiqun Liu ALM AILaw ELM 119 12 0 30 Sep 2024
Calibrating Language Models with Adaptive Temperature Scaling Johnathan Xie Annie S. Chen Yoonho Lee Eric Mitchell Chelsea Finn 65 17 0 29 Sep 2024
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues Lei Sun Jinming Zhao Qin Jin 64 2 0 29 Sep 2024
CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays Nuowei Liu Xinhao Chen Hongyi Wu Changzhi Sun Man Lan Yuanbin Wu Xiaopeng Bai Shaoguang Mao Yan Xia 70 1 0 29 Sep 2024
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning Yexing Du Youcheng Pan Ziyang Ma Keqi Deng Yifan Yang Keqi Deng Xie Chen Yang Xiang Ming Liu Bing Qin LRM 151 9 0 29 Sep 2024
Emu3: Next-Token Prediction is All You Need Xinlong Wang Xiaosong Zhang Zhengxiong Luo Quan-Sen Sun Yufeng Cui ... Xi Yang Jingjing Liu Yonghua Lin Tiejun Huang Zhongyuan Wang MLLM 116 233 0 27 Sep 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models Yiming Chen Xianghu Yue Xiaoxue Gao Chen Zhang L. F. D’Haro R. Tan Haizhou Li AuLLM 146 2 0 27 Sep 2024
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization Mucong Ding Chenghao Deng Jocelyn Choo Zichu Wu Aakriti Agrawal ... Dinesh Manocha Tom Goldstein John Langford Anima Anandkumar Furong Huang 89 9 0 27 Sep 2024
FoodMLLM-JP: Leveraging Multimodal Large Language Models for Japanese Recipe Generation Yuki Imajuku Yoko Yamakata Kiyoharu Aizawa 86 1 0 27 Sep 2024
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding Ye Liu Zongyang Ma Zhongang Qi Yang Wu Ying Shan Chang Wen Chen 107 23 0 26 Sep 2024
BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search Linzhuang Sun Hao Liang Jingxuan Wei Bihui Yu Conghui He Guosheng Dong Wentao Zhang 77 7 0 26 Sep 2024
Are Transformers in Pre-trained LM A Good ASR Encoder? An Empirical Study Keyu An Shiliang Zhang Zhijie Yan 55 0 0 26 Sep 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 98 1 0 26 Sep 2024
Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia Zhejian Zhou Jiayu Wang Dahua Lin Kai Chen LRM 69 3 0 25 Sep 2024
Detecting Temporal Ambiguity in Questions Bhawna Piryani Abdelrahman Abdallah Jamshid Mozafari Adam Jatowt 63 1 0 25 Sep 2024
Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation Siyin Wang Wenyi Yu Yudong Yang Changli Tang Yixuan Li ... Jun Zhang Guangzhi Sun Lu Lu Yuxuan Wang Chao Zhang AuLLM LM&MA 133 8 0 25 Sep 2024
CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Data Qian-Wen Zhang Haochen Wang Fang Li Siyu An Lingfeng Qiao Liangcai Gao Di Yin Xing Sun ELM AI4Ed 61 0 0 24 Sep 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 106 16 0 24 Sep 2024
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs Yang Yuhang Peng Yizhou Eng Siong Chng Xionghu Zhong AuLLM AI4CE 51 0 0 24 Sep 2024
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL Lixia Wu Peng Li Junhong Lou Lei Fu 68 7 0 24 Sep 2024
Privacy Evaluation Benchmarks for NLP Models Wei Huang Yinggui Wang Cen Chen ELM SILM 59 1 0 24 Sep 2024
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts Xiaoming Shi Shiyu Wang Yuqi Nie Dianqi Li Zhou Ye Qingsong Wen Ming Jin AI4TS 160 56 0 24 Sep 2024
Eagle: Efficient Training-Free Router for Multi-LLM Inference Zesen Zhao Shuowei Jin Z. Morley Mao 64 5 0 23 Sep 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie Juncheng Wu Haoqin Tu Siwei Yang Bingchen Zhao Yongshuo Zong Qiao Jin Cihang Xie Yuyin Zhou LM&MA ELM LRM 112 26 0 23 Sep 2024
Archon: An Architecture Search Framework for Inference-Time Techniques Jon Saad-Falcon Adrian Gamarra Lafuente Shlok Natarajan Nahum Maru Hristo Todorov ... E. Kelly Buchanan Mayee Chen Neel Guha Christopher Ré Azalia Mirhoseini AI4CE 124 21 0 23 Sep 2024
Phantom of Latent for Large Language and Vision Models Byung-Kwan Lee Sangyun Chung Chae Won Kim Beomchan Park Yong Man Ro VLM LRM 97 7 0 23 Sep 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method Weichao Zhang Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 150 16 0 23 Sep 2024
EMMeTT: Efficient Multimodal Machine Translation Training Piotr Żelasko Zhehuai Chen Mengru Wang Daniel Galvez Oleksii Hrinchuk Shuoyang Ding Ke Hu Jagadeesh Balam Vitaly Lavrukhin Boris Ginsburg 83 1 0 20 Sep 2024
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts Ming Wang Yuanzhong Liu Xiaoyu Liang Yijie Huang Daling Wang ... Sijia Shen Shi Feng Xiaoming Zhang Chaofeng Guan Yifei Zhang 60 2 0 20 Sep 2024