Title
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models Yunsheng Ni Chuanjian Liu Yehui Tang Kai Han Yunhe Wang 21 0 0 13 May 2024
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning Dan Qiao Yi Su Pinzheng Wang Jing Ye Wen Xie ... Wenliang Chen Guohong Fu Guodong Zhou Qiaoming Zhu Min Zhang MQ 32 0 0 09 May 2024
Can large language models understand uncommon meanings of common words? Jinyang Wu Feihu Che Xinxin Zheng Shuai Zhang Ruihan Jin Shuai Nie Pengpeng Shao Jianhua Tao 29 1 0 09 May 2024
ChuXin: 1.6B Technical Report Xiaomin Zhuang Yufan Jiang Qiaozhi He Zhihua Wu ALM 36 0 0 08 May 2024
Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application Jian Jia Yipei Wang Yan Li Honggang Chen Xuehan Bai ... Jian Liang Quan Chen Han Li Peng Jiang Kun Gai KELM 35 7 0 07 May 2024
Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent Shang Shang Xinqiang Zhao Zhongjiang Yao Yepeng Yao Liya Su Zijing Fan Xiaodan Zhang Zhengwei Jiang 50 3 0 06 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Yuan Tang Xu Han Xianzhi Li Qiao Yu Yixue Hao Long Hu Min Chen 24 14 0 02 May 2024
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance Huan-Yi Su Ke Wu Yu-Hao Huang Wu-Jun Li 30 1 0 01 May 2024
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 53 42 0 29 Apr 2024
FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models Wei Li Ren Ma Jiang Wu Chenya Gu Jiahui Peng Jinyang Len Songyang Zhang Hang Yan Dahua Lin Conghui He ELM 16 0 0 29 Apr 2024
Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition Xiao Wang Qian Zhu Jiandong Jin Jun Zhu Futian Wang Bowei Jiang Yaowei Wang Yonghong Tian ViT 23 3 0 27 Apr 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models Zhongzhen Huang Kui Xue Yongqi Fan Linjie Mu Ruoyu Liu Tong Ruan Shaoting Zhang Xiaofan Zhang LM&MA RALM 33 5 0 27 Apr 2024
Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal Haoran Lian Yizhe Xiong Jianwei Niu Shasha Mo Zhenpeng Su Zijia Lin Peng Liu Hui Chen Guiguang Ding 29 1 0 27 Apr 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 26 3 0 26 Apr 2024
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition Zheng Lian Haiyang Sun Licai Sun Zhuofan Wen Siyuan Zhang ... Bin Liu Erik Cambria Guoying Zhao Björn W. Schuller Jianhua Tao VLM 31 11 0 26 Apr 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 49 513 0 25 Apr 2024
Tele-FLM Technical Report Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang 30 3 0 25 Apr 2024
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression Zhuoqun Li Hongyu Lin Tianshu Wang Boxi Cao Yaojie Lu Weixiang Zhou Hao Wang Zhenyu Zeng Le Sun Xianpei Han 27 1 0 24 Apr 2024
Nyonic Technical Report Junfeng Tian Rui-cang Wang Cong Li Yudong Zhou Jun Liu Jun Wang 28 0 0 24 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 78 0 22 Apr 2024
MoVA: Adapting Mixture of Vision Experts to Multimodal Context Zhuofan Zong Bingqi Ma Dazhong Shen Guanglu Song Hao Shao Dongzhi Jiang Hongsheng Li Yu Liu MoE 40 40 0 19 Apr 2024
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs Biyang Guo He Wang Wenyilin Xiao Hong Chen Zhuxin Lee Songqiao Han Hailiang Huang 27 2 0 19 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 87 28 0 16 Apr 2024
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning Xiao Wang Tianze Chen Xianjun Yang Qi Zhang Xun Zhao Dahua Lin ELM 39 7 0 16 Apr 2024
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts Yusheng Liao Shuyang Jiang Yu Wang Yanfeng Wang MoE 34 4 0 13 Apr 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Xingcheng Zhang Jifeng Dai Yuxin Qiao Dahua Lin Jiaqi Wang VLM MLLM 31 111 0 09 Apr 2024
Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge Weikai Lu Ziqian Zeng Jianwei Wang Zhengdong Lu Zelin Chen Huiping Zhuang Cen Chen MU AAML KELM 21 25 0 08 Apr 2024
Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level Chenxu Wang Bin Dai Huaping Liu Baoyuan Wang ALM LLMAG ELM 37 3 0 08 Apr 2024
EFSA: Towards Event-Level Financial Sentiment Analysis Tianyu Chen Yiming Zhang Guoxin Yu Dapeng Zhang Li Zeng Qing He Xiang Ao 31 3 0 08 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 35 0 07 Apr 2024
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model Xinrun Du Zhouliang Yu Songyang Gao Ding Pan Yuyang Cheng ... Tianyu Zheng Xinchen Luo Guorui Zhou Wenhu Chen Ge Zhang 46 16 0 05 Apr 2024
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game Silin Du Xiaowei Zhang LLMAG 20 5 0 02 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 21 12 0 02 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
Instruction-Driven Game Engines on Large Language Models Hongqiu Wu Xing-Chen Liu Haizhen Zhao Min Zhang 32 1 0 30 Mar 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Yuhang Zang ... Haodong Duan Jiaqi Wang Yu Qiao Dahua Lin Feng Zhao VLM 61 216 0 29 Mar 2024
Large Language Models Are Struggle to Cope with Unreasonability in Math Problems Jingyuan Ma Damai Dai Zihang Yuan Rui Li Weilin Luo Bin Wang Qun Liu Lei Sha Zhifang Sui LRM 75 4 0 28 Mar 2024
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models Haitao Li Qingyao Ai Jia Chen Qian Dong Zhijing Wu Yiqun Liu Chong Chen Qi Tian AILaw 51 13 0 27 Mar 2024
Dual Instruction Tuning with Large Language Models for Mathematical Reasoning Yongwei Zhou Tiejun Zhao LRM 30 6 0 27 Mar 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check Linhao Ye Zhikai Lei Jia-Peng Yin Qin Chen Jie Zhou Liang He 3DV RALM 29 14 0 27 Mar 2024
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning Yuelin Bai Xinrun Du Yiming Liang Yonggang Jin Ziqiang Liu ... Chenghua Lin Jie Fu Min Yang Shiwen Ni Ge Zhang ALM 35 32 0 26 Mar 2024
Provably Secure Disambiguating Neural Linguistic Steganography Yuang Qi Kejiang Chen Kai Zeng Weiming Zhang Neng H. Yu 16 2 0 26 Mar 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm Lei Liu Xiaoyan Yang Fangzhou Li Chenfei Chi Yue Shen ... Liya Ma Zhiqiang Zhang Wei Xue Yiran Huang Jinjie Gu LM&MA ELM 26 10 0 25 Mar 2024
Qibo: A Large Language Model for Traditional Chinese Medicine Heyi Zhang Xin Wang Zhaopeng Meng Zhe Chen Pengwei Zhuang Yongzhe Jia Dawei Xu Wenbin Guo LM&MA 26 6 0 24 Mar 2024
MixRED: A Mix-lingual Relation Extraction Dataset Lingxing Kong Yougang Chu Zheng Ma Jianbing Zhang Liang He Jiajun Chen 39 0 0 23 Mar 2024
Locating and Mitigating Gender Bias in Large Language Models Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen 27 5 0 21 Mar 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations Jiaxing Sun Weiquan Huang Jiang Wu Chenya Gu Wei Li Songyang Zhang Hang Yan Conghui He LRM 28 5 0 21 Mar 2024
Train & Constrain: Phonologically Informed Tongue-Twister Generation from Topics and Paraphrases Tyler Loakman Chen Tang Chenghua Lin 38 4 0 20 Mar 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 30 360 0 20 Mar 2024