Title
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds Lei Wang Jianxun Lian Yi Huang Yanqi Dai Haoxuan Li Xu Chen Xing Xie Ji-Rong Wen LLMAG 67 1 0 07 Dec 2024
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation Ao Wang Hui Chen Jianchao Tan K. Zhang Xunliang Cai Zijia Lin J. Han Guiguang Ding VLM 77 3 0 04 Dec 2024
Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge Yuhe Ji Yilun Liu Feiyu Yao Minggui He Shimin Tao ... Xinhua Yang Weibin Meng Yuming Xie Boxing Chen Hao Yang 73 2 0 02 Dec 2024
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang-Jun Liu LLMAG AI4CE 73 0 0 01 Dec 2024
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge Angelika Romanou Negar Foroutan Anna Sotnikova Zeming Chen Sree Harsha Nelaturu ... Mike Zhang Imanol Schlag Marzieh Fadaee Sara Hooker Antoine Bosselut ELM 105 5 0 29 Nov 2024
Reassessing Layer Pruning in LLMs: New Insights and Methods Yao Lu Hao Cheng Yujie Fang Zeyu Wang Jiaheng Wei Dongwei Xu Qi Xuan Xiaoniu Yang Zhaowei Zhu 61 0 0 23 Nov 2024
AIDBench: A benchmark for evaluating the authorship identification capability of large language models Zichen Wen Dadi Guo Huishuai Zhang 67 0 0 20 Nov 2024
The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models Xikang Yang Xuehai Tang Jizhong Han Songlin Hu 68 0 0 18 Nov 2024
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang W. Zhang Wentao Zhang 78 5 0 18 Nov 2024
BianCang: A Traditional Chinese Medicine Large Language Model Sibo Wei Xueping Peng Yi-Fei Wang Jiasheng Si Weiyu Zhang Wenpeng Lu Xiaoming Wu Yinglong Wang LM&MA 37 2 0 17 Nov 2024
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis Jingyun Sun Zhongze Luo 37 0 0 17 Nov 2024
I'm Spartacus, No, I'm Spartacus: Measuring and Understanding LLM Identity Confusion Kun Li Shichao Zhuang Yue Zhang Minghui Xu Ruoxi Wang Kaidi Xu Xinwen Fu Xiuzhen Cheng 50 0 0 16 Nov 2024
Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions Yutao Hou Yajing Luo Zhiwen Ruan H. Wang Weifeng Ge Y. Chen Guanhua Chen ELM 38 0 0 15 Nov 2024
Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment Yuang Cai Yuyu Yuan Jinsheng Shi Qinhong Lin 28 0 0 14 Nov 2024
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models Xiaojun Wu Junxi Liu Huanyi Su Zhouchi Lin Yiyan Qi ... Fuwei Wang Saizhuo Wang Fengrui Hua Jia Li Jian Guo 45 0 0 09 Nov 2024
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG Laifa Tao Qixuan Huang Xianjun Wu Weiwei Zhang Yunlong Wu Bin Li Chen Lu Xingshuo Hai 44 0 0 07 Nov 2024
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 43 10 0 07 Nov 2024
SQL Injection Jailbreak: A Structural Disaster of Large Language Models Jiawei Zhao Kejiang Chen W. Zhang Nenghai Yu AAML 38 0 0 03 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
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu 36 2 0 28 Oct 2024
ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models H. Zhang Hongfu Gao Qiang Hu Guanhua Chen L. Yang Bingyi Jing Hongxin Wei Bing Wang Haifeng Bai Lei Yang AILaw ELM 47 1 0 24 Oct 2024
Instruction-Driven Game Engine: A Poker Case Study Hongqiu Wu Xingyuan Liu Yan Wang Hai Zhao 31 2 0 17 Oct 2024
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Simin Niu Bo Tang Feiyu Xiong Z. Li Zhiyu Li 70 4 0 16 Oct 2024
MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration Jinjie Wei Dingkang Yang Yanshu Li Qingyao Xu Zhaoyu Chen M. Li Yue Jiang Xiaolu Hou Lihua Zhang 28 1 0 16 Oct 2024
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media Wei-dong Zhai Nan Bai Qing Zhao Jianqiang Li Fan Wang Hongzhi Qi Meng Jiang Xiaoqin Wang B. Yang Guanghui Fu AI4MH 21 0 0 14 Oct 2024
BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models Xinyuan Wang Victor Shea-Jay Huang Renmiao Chen Hao Wang C. Pan Lei Sha Minlie Huang AAML 23 2 0 13 Oct 2024
On the token distance modeling ability of higher RoPE attention dimension Xiangyu Hong Che Jiang Biqing Qi Fandong Meng Mo Yu Bowen Zhou Jie Zhou 31 4 0 11 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao B. Wang Weipeng Chen Ji-Rong Wen 60 0 0 10 Oct 2024
Chip-Tuning: Classify Before Language Models Say Fangwei Zhu Dian Li Jiajun Huang Gang Liu Hui Wang Zhifang Sui 23 0 0 09 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 30 0 0 05 Oct 2024
A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models Zhihao Wang Shiyu Liu Jianheng Huang Zheng Wang Yixuan Liao Xiaoxin Chen Junfeng Yao Jinsong Su 24 0 0 05 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 41 5 0 02 Oct 2024
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs Chengyuan Liu Shihang Wang Lizhi Qing Kun Kuang Yangyang Kang Changlong Sun Fei Wu 26 0 0 02 Oct 2024
HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding Fan Yuan Chi Qin Xiaogang Xu Piji Li VLM MLLM 19 4 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 44 8 0 30 Sep 2024
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain Kaisi Guan Qian Cao Yuchong Sun Xiting Wang Ruihua Song 28 1 0 30 Sep 2024
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models Yangyifan Xu Jianghao Chen Junhong Wu Jiajun Zhang MoE 17 2 0 27 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 46 1 0 26 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 17 0 0 24 Sep 2024
XTRUST: On the Multilingual Trustworthiness of Large Language Models Yahan Li Yi Wang Yi-Ju Chang Yuan Wu HILM LRM 14 0 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 42 0 0 24 Sep 2024
HOTVCOM: Generating Buzzworthy Comments for Videos Yuyan Chen Yiwen Qian Songzhou Yan Jiyuan Jia Zhixu Li Yanghua Xiao Xiaobo Li Ming Yang Qingpei Guo 29 7 0 23 Sep 2024
InterMind: A Doctor-Patient-Family Interactive Depression Assessment System Empowered by Large Language Models Zhiyuan Zhou Jilong Liu Sanwang Wang Shijie Hao Yanrong Guo Richang Hong AI4MH 34 0 0 23 Sep 2024
ERABAL: Enhancing Role-Playing Agents through Boundary-Aware Learning Yihong Tang Jiao Ou Che Liu Fuzheng Zhang Di Zhang Kun Gai 18 1 0 23 Sep 2024
Instruction Tuning Vs. In-Context Learning: Revisiting Large Language Models in Few-Shot Computational Social Science Taihang Wang Xiaoman Xu Yimin Wang Ye Jiang 32 2 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 28 7 0 23 Sep 2024
Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment Tianyu Peng Jiajun Zhang 24 2 0 19 Sep 2024
Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities Qi Fan Hongyu Yuan Haolin Zuo Rui Liu Guanglai Gao 18 1 0 19 Sep 2024
Reward-Robust RLHF in LLMs Yuzi Yan Xingzhou Lou Jialian Li Yiping Zhang Jian Xie Chao Yu Yu Wang Dong Yan Yuan Shen 40 7 0 18 Sep 2024
Early Joint Learning of Emotion Information Makes MultiModal Model Understand You Better Mengying Ge Mingyang Li Dongkai Tang Pengbo Li Kuo Liu Shuhao Deng Songbai Pu L. Liu Yang Song Tao Zhang 23 0 0 12 Sep 2024