Title
A Hashgraph-Inspired Consensus Mechanism for Reliable Multi-Model Reasoning Kolawole E. Ogunsina Morayo A. Ogunsina 27 0 0 06 May 2025
Graph Drawing for LLMs: An Empirical Evaluation Walter Didimo Fabrizio Montecchiani Tommaso Piselli 38 0 0 06 May 2025
SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Tanguy Herserant Vincent Guigue ELM 26 0 0 04 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 42 0 0 03 May 2025
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking Alireza Sadeghi F. Hajati A. Argha Nigel H Lovell Min Yang Hamid Alinejad-Rokny 21 0 0 03 May 2025
HyPerAlign: Hypotheses-driven Personalized Alignment Cristina Garbacea Chenhao Tan 44 0 0 29 Apr 2025
If Concept Bottlenecks are the Question, are Foundation Models the Answer? Nicola Debole Pietro Barbiero Francesco Giannini Andrea Passerini Stefano Teso Emanuele Marconato 39 0 0 28 Apr 2025
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers Dylan Bouchard Mohit Singh Chauhan HILM 70 0 0 27 Apr 2025
AI Awareness X. Li Haoyuan Shi Rongwu Xu Wei Xu 54 0 0 25 Apr 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang J. Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 48 0 0 22 Apr 2025
aiXamine: Simplified LLM Safety and Security Fatih Deniz Dorde Popovic Yazan Boshmaf Euisuh Jeong M. Ahmad Sanjay Chawla Issa M. Khalil ELM 70 0 0 21 Apr 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill? Chenrui Fan Ming Li Lichao Sun Tianyi Zhou LRM 41 2 0 09 Apr 2025
A Multimedia Analytics Model for the Foundation Model Era M. Worring Jan Zahálka Stef van den Elzen M. T. Fischer Daniel A. Keim VGen HAI 35 0 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 60 0 0 08 Apr 2025
CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring Clayton Cohn Nicole M. Hutchins Ashwin T S Gautam Biswas LRM 31 0 0 03 Apr 2025
OAEI-LLM-T: A TBox Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching Zhangcheng Qiang 50 0 0 25 Mar 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Xiangyan Qu Gaopeng Gou Jiamin Zhuang Jing Yu Kun Song Qihao Wang Yili Li Gang Xiong VLM 73 0 0 13 Mar 2025
KNighter: Transforming Static Analysis with LLM-Synthesized Checkers Chenyuan Yang Zijie Zhao Zichen Xie Haoyu Li Lingming Zhang 57 0 0 12 Mar 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang S. Narayanan Sadagopan Anurag Beniwal HILM 51 0 0 28 Feb 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering Yuan Sui Yufei He Zifeng Ding Bryan Hooi HILM ELM RALM 64 7 0 20 Feb 2025
Large Language Models for Multi-Robot Systems: A Survey Peihan Li Zijian An Shams Abrar Lifeng Zhou LM&Ro LRM 36 4 0 06 Feb 2025
Large Language Models as Common-Sense Heuristics Andrey Borro Patricia J. Riddle Michael W Barley Michael Witbrock LRM LM&Ro 126 1 0 31 Jan 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models Lang Cao Hanbing Liu LMTD RALM 115 0 1 31 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 108 11 0 20 Jan 2025
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP Standards Omar Erak Nouf Alabbasi Omar Alhussein Ismail Lotfi Amr Hussein Sami Muhaidat Merouane Debbah RALM 52 5 0 17 Jan 2025
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning Chun-Yi Kuan Hung-yi Lee AuLLM LRM 51 1 0 03 Jan 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang Kai Sun Linhao Luo Wei Wei Yongli Hu Alan Wee-Chung Liew Shirui Pan Baocai Yin 36 5 0 31 Dec 2024
The Jungle of Generative Drug Discovery: Traps, Treasures, and Ways Out Rıza Özçelik F. Grisoni 31 0 0 24 Dec 2024
Where am I? Cross-View Geo-localization with Natural Language Descriptions Junyan Ye Honglin Lin Leyan Ou Dairong Chen Zihao Wang Conghui He Weijia Li Weijia Li 76 0 0 22 Dec 2024
VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding Jiaqi Wang Yifei Gao Jitao Sang MLLM 96 2 0 24 Nov 2024
Number Cookbook: Number Understanding of Language Models and How to Improve It Haotong Yang Yi Hu Shijia Kang Zhouchen Lin Muhan Zhang LRM 39 2 0 06 Nov 2024
On the Loss of Context-awareness in General Instruction Fine-tuning Yihan Wang Andrew Bai Nanyun Peng Cho-Jui Hsieh 52 1 0 05 Nov 2024
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 29 0 0 04 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models Minki Kang Sung Ju Hwang Gibbeum Lee Jaewoong Cho KELM 25 0 0 01 Nov 2024
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams Yunqi Zhu Wen Tang Ying Sun Xuebing Yang Liyang Dou Yifan Gu Yuanyuan Wu Wensheng Zhang Ying Sun Xuebing Yang LM&MA ELM 24 1 0 31 Oct 2024
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning Xiangyu Zeng Kunchang Li Chenting Wang Xinhao Li Tianxiang Jiang ... Zhengrong Yue Yi Wang Yali Wang Yu Qiao Limin Wang MLLM VLM AI4TS 52 14 0 25 Oct 2024
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability ZhongXiang Sun Xiaoxue Zang Kai Zheng Yang Song Jun Xu Xiao Zhang Weijie Yu Yang Song Han Li 35 6 0 15 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 15 3 0 10 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 55 1 0 09 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 60 7 0 03 Oct 2024
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 43 1 0 02 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 105 16 0 30 Sep 2024
Word2Wave: Language Driven Mission Programming for Efficient Subsea Deployments of Marine Robots Ruo Chen David Blow Adnan Abdullah Md Jahidul Islam 36 1 0 27 Sep 2024
Uncovering Latent Chain of Thought Vectors in Language Models Jason Zhang Scott Viteri LLMSV LRM 28 1 0 21 Sep 2024
MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines Dongzhi Jiang Renrui Zhang Ziyu Guo Yanmin Wu Jiayi Lei ... Guanglu Song Peng Gao Yu Liu Chunyuan Li Hongsheng Li MLLM 27 16 0 19 Sep 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images Zhecan Wang Junzhang Liu Chia-Wei Tang Hani Alomari Anushka Sivakumar ... Haoxuan You A. Ishmam Kai-Wei Chang Shih-Fu Chang Chris Thomas CoGe VLM 34 2 0 19 Sep 2024
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation Chen Liang Zhifan Feng Zihe Liu Wenbin Jiang Jinan Xu Yufeng Chen Yong Wang LLMAG LRM 13 0 0 19 Sep 2024
Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches Jamal N. Al-Karaki Muhammad Al-Zafar Khan Marwan Omar 14 4 0 11 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 41 0 0 03 Sep 2024
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation Xingpeng Sun Yiran Zhang Xindi Tang Amrit Singh Bedi Aniket Bera 32 4 0 03 Aug 2024