Title
CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents Rebecca Westhäußer Frederik Berenz Wolfgang Minker Sebastian Zepf 7 0 0 19 May 2025
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 36 0 0 16 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation Jiacheng Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 58 0 0 12 May 2025
SAS-Bench: A Fine-Grained Benchmark for Evaluating Short Answer Scoring with Large Language Models Peichao Lai Kaipeng Zhang Yi Lin L. Zhang Feiyang Ye ... Zifei Shan Zeang Sheng Yansen Wang Wentao Zhang Bin Cui ELM LRM 47 0 0 12 May 2025
DMRL: Data- and Model-aware Reward Learning for Data Extraction Zhiqiang Wang Ruoxi Cheng 31 0 0 07 May 2025
"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments Zhe Zhang Zhen Sun Zhenru Zhang Zifan Peng Yuemeng Zhao Zihan Wang Zeren Luo Ruiting Zuo Xinlei He 42 0 0 07 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Zihan Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Jiawei Li AAML 46 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 40 1 0 05 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 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 Xuzhao Li MLLM 71 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 50 0 0 28 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Zifei Shan S. Zhang Yuxiao Dong Jie Tang LLMAG 77 0 0 27 Apr 2025
Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution Junjie Chen Yiming Li Jingli Yang Yong-Jin Liu Qingyao Ai LLMAG 87 0 0 23 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 75 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 37 0 0 22 Apr 2025
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Weiye Xu Jun Wang Weiyun Wang Zhe Chen Wengang Zhou ... Xiaohua Wang Xizhou Zhu Wenhai Wang Jifeng Dai Jinguo Zhu VLM LRM 55 1 0 21 Apr 2025
CPG-EVAL: A Multi-Tiered Benchmark for Evaluating the Chinese Pedagogical Grammar Competence of Large Language Models Dong Wang ELM 33 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 90 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 65 0 0 14 Apr 2025
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation Jianfei Chen Zhihua Wei Wenbo Zhang Yingying Hu Qiong Zhang LM&MA 33 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 37 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 Jiajian Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 117 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 Zihan Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 4 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 97 2 0 27 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 77 0 0 26 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 47 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 98 2 0 24 Mar 2025
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models Alexey Karev Dong Xu 58 0 0 18 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yuyao Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 92 9 0 16 Mar 2025
Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song H. Shen 73 1 0 11 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 72 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 65 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 87 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 68 0 0 25 Feb 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 51 0 0 24 Feb 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 44 1 0 24 Feb 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering Rongzhi Zhu Xiangyu Liu Zequn Sun Yiwei Wang Wei Hu LRM RALM KELM 93 1 0 21 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 Bin Wang Xin Wu VLM 213 4 0 20 Feb 2025
DataSciBench: An LLM Agent Benchmark for Data Science Dan Zhang Sining Zhoubian Min Cai Fengzu Li L. Yang Wei Wang Tianjiao Dong Ziniu Hu J. Tang Yisong Yue ALM ELM 46 2 0 20 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Heng Chang Luyu Qiu C. Zhang Qing Li Lei Chen LRM ELM 42 1 0 16 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 50 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 216 0 0 10 Feb 2025
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment Yuxing Lu Jinzhuo Wang 38 1 0 10 Feb 2025
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Yihao Wang Lingxiao Li Yifan Tang Ru Zhang Jianyi Liu 40 1 0 08 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 83 1 0 06 Feb 2025
CTR-Driven Advertising Image Generation with Multimodal Large Language Models Xingye Chen Wei Feng Zhenbang Du Weizhen Wang Yuxiao Chen ... Jingping Shao Yuanjie Shao Xinge You Changxin Gao Nong Sang OffRL 47 2 0 05 Feb 2025
Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model Jiali Chen Xusen Hei Yuqi Xue Zihan Wu Jiayuan Xie Yi Cai AI4Ed 96 0 0 03 Feb 2025