Title
"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments Z. Zhang Zhen Sun Z. Zhang Zifan Peng Yuemeng Zhao Z. Wang Zeren Luo Ruiting Zuo Xinlei He 38 0 0 07 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Z. Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 37 0 0 06 May 2025
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning Xuan Lin Qingrui Liu Hongxin Xiang Daojian Zeng Xiangxiang Zeng 32 0 0 05 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception Yuanchen Wu Lu Zhang Hang Yao Junlong Du Ke Yan Shouhong Ding Yunsheng Wu X. Li MLLM 68 0 0 29 Apr 2025
WenyanGPT: A Large Language Model for Classical Chinese Tasks Xinyu Yao Mengdi Wang Bo Chen Xiaobing Zhao 67 0 0 29 Apr 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 48 0 0 28 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models Yu Zheng Longyi Liu Yuming Lin Jie Feng Guozhen Zhang Depeng Jin Yong Li ELM 73 0 0 23 Apr 2025
Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution Junjie Chen H. Li Jingli Yang Y. Liu Qingyao Ai LLMAG 80 0 0 23 Apr 2025
Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation Ning Wang Zihan Yan W. Li Chuan Ma H. Chen Tao Xiang AAML 35 0 0 22 Apr 2025
CPG-EVAL: A Multi-Tiered Benchmark for Evaluating the Chinese Pedagogical Grammar Competence of Large Language Models Dong Wang ELM 28 0 0 17 Apr 2025
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes Raúl Vázquez Timothee Mickus Elaine Zosa Teemu Vahtola Jörg Tiedemann ... Liane Guillou Ona de Gibert Jaione Bengoetxea Joseph Attieh Marianna Apidianaki HILM VLM LRM 78 0 0 16 Apr 2025
Omni-Dish: Photorealistic and Faithful Image Generation and Editing for Arbitrary Chinese Dishes Huijie Liu Bingcan Wang Jie Hu Xiaoming Wei Guoliang Kang 61 0 0 14 Apr 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM Jianyu Liu Yi Huang Sheng Bi Junlan Feng Guilin Qi 23 2 0 08 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang J. Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 99 0 0 03 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Z. Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 87 3 0 01 Apr 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 87 2 0 27 Mar 2025
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts Ling Zhong Yujing Lu Jing Yang Weiming Li Peng Wei Yongheng Wang Manni Duan Qing Zhang 45 0 0 25 Mar 2025
Sun-Shine: A Large Language Model for Tibetan Culture Cheng Huang Fan Gao Nyima Tashi Yutong Liu Xiangxiang Wang ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ALM 85 2 0 24 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 80 7 0 16 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 62 3 0 10 Mar 2025
Shifting Long-Context LLMs Research from Input to Output Yuhao Wu Yushi Bai Zhiqing Hu Shangqing Tu Ming Shan Hee Juanzi Li Roy Ka-Wei Lee 57 0 0 06 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LRM LLMAG 79 1 0 04 Mar 2025
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation Xujie Yuan Y. Liu Shimin Di Shiwen Wu Libin Zheng Rui Meng Lei Chen Xiaofang Zhou Jian Yin 36 0 0 28 Feb 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 63 0 0 25 Feb 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 36 1 0 24 Feb 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation Zican Dong Junyi Li Jinhao Jiang Mingyu Xu Wayne Xin Zhao B. Wang Weipeng Chen VLM 101 0 0 20 Feb 2025
KKA: Improving Vision Anomaly Detection through Anomaly-related Knowledge from Large Language Models Dong Chen Zhengqing Hu Peiguang Fan Yueting Zhuang Yafei Li Qidong Liu Xiaoheng Jiang Mingliang Xu VLM 46 0 0 14 Feb 2025
Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM Qingshui Gu Shu Li Tianyu Zheng Zhaoxiang Zhang 118 0 0 10 Feb 2025
"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Zitong Shen Sineng Yan Youqian Zhang Xiapu Luo Grace Ngai Eugene Y. Fu 70 1 0 06 Feb 2025
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance Seffi Cohen Niv Goldshlager Nurit Cohen-Inger Bracha Shapira L. Rokach 43 0 0 29 Jan 2025
FDLLM: A Text Fingerprint Detection Method for LLMs in Multi-Language, Multi-Domain Black-Box Environments Zhiyuan Fu Junfan Chen Hongyu Sun Ting Yang Ruidong Li Yuqing Zhang 45 0 0 28 Jan 2025
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning Zehan Qi Xiao-Chang Liu Iat Long Iong Hanyu Lai X. Sun ... Shuntian Yao Tianjie Zhang Wei Xu J. Tang Yuxiao Dong 93 14 0 28 Jan 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 67 19 0 21 Jan 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Yilun Zhao Lujing Xie Haowei Zhang Guo Gan Yitao Long ... Xiangru Tang Zhenwen Liang Y. Liu Chen Zhao Arman Cohan 45 5 0 21 Jan 2025
Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation Junhong Lian Xiang Ao Xinyu Liu Yang Liu Qing He 32 0 0 21 Jan 2025
Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling Zhenyu Hou Xin Lv Rui Lu J. Zhang Y. Li Zijun Yao Juanzi Li J. Tang Yuxiao Dong OffRL LRM ReLM 49 20 0 20 Jan 2025
Aligning Instruction Tuning with Pre-training Yiming Liang Tianyu Zheng Xinrun Du Ge Zhang J. Liu ... Zhaoxiang Zhang Wenhao Huang Jiajun Zhang Xiang Yue Jiajun Zhang 86 1 0 16 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Zonghao Yuan Yi Bu VLM 45 0 0 02 Jan 2025
BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters Ting Bai Jiazheng Kang Jiayang Fan AI4CE 29 2 0 28 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 95 1 0 16 Dec 2024
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Jiale Cheng Xiao-Chang Liu C. Wang Xiaotao Gu Y. Lu Dan Zhang Yuxiao Dong J. Tang Hongning Wang Minlie Huang LRM 117 3 0 16 Dec 2024
Reinforcement Learning Enhanced LLMs: A Survey Shuhe Wang Shengyu Zhang J. Zhang Runyi Hu Xiaoya Li Tianwei Zhang Jiwei Li Fei Wu G. Wang Eduard H. Hovy OffRL 119 6 0 05 Dec 2024
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones? Z. Chen Tingzhu Chen Wenjun Zhang Guangtao Zhai 82 3 0 02 Dec 2024
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning Di Zhang Jingdi Lei Junxian Li Xunzhi Wang Y. Liu ... S. M. I. Simon X. Yang Jianbo Wu Peng Ye Wanli Ouyang Dongzhan Zhou OffRL LRM 105 6 0 27 Nov 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang C. L. P. Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages Ashmal Vayani Dinura Dissanayake Hasindri Watawana Noor Ahsan Nevasini Sasikumar ... Monojit Choudhury Ivan Laptev Mubarak Shah Salman Khan Fahad A Khan 124 8 0 25 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu J. Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 96 0 0 25 Nov 2024
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting Ziqi Xie Xiao Lai Weidong Zhao Xianhui Liu Wenlong Hou Wenlong Hou 35 0 0 15 Nov 2024