Title
Vision Language Models Map Logos to Text via Semantic Entanglement in the Visual Projector Sifan Li H. Chen Yujun Cai Qingwen Ye Liyang Chen Junsong Yuan Yiwei Wang MLLM VLM 136 0 0 14 Oct 2025
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Mitigating Hallucination in Multimodal Reasoning via Functional Attention Control H. Lu Bolun Chu Weiye Fu Guoshun Nan Junning Liu Minghui Pan Qiankun Li Yi Yu Hua Wang Kun Wang LRM 64 0 0 11 Oct 2025
Beyond the limitation of a single query: Train your LLM for query expansion with Reinforcement Learning Shu Zhao Tan Yu Anbang Xu ReLM RALM LRM 59 3 0 11 Oct 2025
Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization Yang Li Ruichen Zhang Yinqiu Liu Guangyuan Liu Zhu Han Abbas Jamalipour Xianbin Wang Dong In Kim 92 0 0 11 Oct 2025
When Retrieval Succeeds and Fails: Rethinking Retrieval-Augmented Generation for LLMs Yongjie Wang Yue Yu Kaisong Song Jun Lin Zhiqi Shen RALM 3DV 158 0 0 10 Oct 2025
Enhancing Faithfulness in Abstractive Summarization via Span-Level Fine-Tuning Sicong Huang Qianqi Yan Shengze Wang Ian Lane HILM 113 0 0 10 Oct 2025
Drift No More? Context Equilibria in Multi-Turn LLM Interactions Vardhan Dongre Ryan Rossi Viet Dac Lai David Seunghyun Yoon Dilek Hakkani-Tur Trung H. Bui 55 1 0 09 Oct 2025
RAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub Data Mohammad Baqar 24 0 0 09 Oct 2025
Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials Thomas Lautenschlager Nils Friederich Angelo Jovin Yamachui Sitcheu Katja Nau Gaëlle Hayot Thomas Dickmeis Ralf Mikut 60 0 0 09 Oct 2025
Towards Reliable LLM-based Robot Planning via Combined Uncertainty Estimation Shiyuan Yin Chenjia Bai Z. Zhang Junwei Jin Xinxin Zhang Chi Zhang Xuelong Li 63 0 0 09 Oct 2025
Exposing Citation Vulnerabilities in Generative Engines Riku Mochizuki Shusuke Komatsu Souta Noguchi Kazuto Ataka ELM 96 0 0 08 Oct 2025
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Soyeong Jeong Taehee Jung Sung Ju Hwang Joo-Kyung Kim Luan Tuyen Chau LLMAG LRM 60 0 0 08 Oct 2025
Domain-Grounded Evaluation of LLMs in International Student Knowledge Claudinei Daitx Haitham Amar HILM ELM 82 0 0 07 Oct 2025
YpathRAG:A Retrieval-Augmented Generation Framework and Benchmark for Pathology Deshui Yu Yizhi Wang Saihui Jin Taojie Zhu Fanyi Zeng ... Jingli Ouyang Jiameng Li Zhen Song Tian Guan Yonghong He 76 0 0 07 Oct 2025
Domain-Shift-Aware Conformal Prediction for Large Language Models Zhexiao Lin Yuanyuan Li Neeraj Sarna Yuanyuan Gao Michael von Gablenz 97 1 0 07 Oct 2025
The Geometry of Truth: Layer-wise Semantic Dynamics for Hallucination Detection in Large Language Models Amir Hameed Mir HILM 107 0 0 06 Oct 2025
Measuring Language Model Hallucinations Through Distributional Correctness Thomas F Burns HILM ELM 117 0 0 05 Oct 2025
Large Language Models Hallucination: A Comprehensive Survey Aisha Alansari Hamzah Luqman HILM LRM 349 1 0 05 Oct 2025
Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation Faruk Alpay Hamdi Alakkad 20 0 0 03 Oct 2025
Reward Models are Metrics in a Trench Coat Sebastian Gehrmann 104 0 0 03 Oct 2025
External Data Extraction Attacks against Retrieval-Augmented Large Language Models Yu He Yihao Chen Y. Li Shuo Shao Leyi Qi Boheng Li Dacheng Tao Zhan Qin AAML SILM 198 1 0 03 Oct 2025
Span-level Detection of AI-generated Scientific Text via Contrastive Learning and Structural Calibration Zhen Yin Shenghua Wang DeLMO 123 0 0 01 Oct 2025
Glaucoma Detection and Structured OCT Report Generation via a Fine-tuned Multimodal Large Language Model Jalil Jalili Yashraj Gavhane Evan Walker Anna Heinke C. Bowd ... Jeffrey M. Liebmann Sally L. Baxter R. Weinreb L. Zangwill Mark Christopher 88 0 0 01 Oct 2025
Energy-Regularized Sequential Model Editing on Hyperspheres Qingyuan Liu Jia-Chen Gu Yunzhi Yao Hong Wang Nanyun Peng KELM 192 0 0 01 Oct 2025
ReSeek: A Self-Correcting Framework for Search Agents with Instructive Rewards Shiyu Li Yang Tang Yifan Wang P. Li Xi Chen KELM LRM 123 1 0 01 Oct 2025
Microsaccade-Inspired Probing: Positional Encoding Perturbations Reveal LLM Misbehaviours Rui Melo Rui Abreu C. Păsăreanu 114 0 0 01 Oct 2025
Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT Guy Bar-Shalom Fabrizio Frasca Yaniv Galron Yftah Ziser Haggai Maron MLLM 107 0 0 30 Sep 2025
Using GPT to build a Project Management assistant for Jira environments Joel Garcia-Escribano Arkaitz Carbajo Mikel Egaña Aranguren Unai Lopez-Novoa 40 0 0 30 Sep 2025
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models Thierry Blankenstein Jialin Yu Ruoyao Xiao Vassilis Plachouras Sunando Sengupta Philip Torr Y. Gal Alasdair Paren Adel Bibi 56 1 0 30 Sep 2025
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Zhepei Wei X. J. Yang Kai Sun Jiaqi Wang Rulin Shao ... Rakesh Wanga Anuj Kumar Yu Meng Wen-tau Yih Xin Luna Dong HILM LRM 139 2 0 30 Sep 2025
ACT: Agentic Classification Tree Vincent Grari Tim Arni Thibault Laugel Sylvain Lamprier James Zou Marcin Detyniecki 109 0 0 30 Sep 2025
Knowledge Editing with Subspace-Aware Key-Value Mappings Haewon Park Sangwoo Kim Yohan Jo KELM 76 0 0 29 Sep 2025
Talk in Pieces, See in Whole: Disentangling and Hierarchical Aggregating Representations for Language-based Object Detection Sojung An Kwanyong Park Yong Jae Lee Donghyun Kim 120 0 0 29 Sep 2025
Toxicity in Online Platforms and AI Systems: A Survey of Needs, Challenges, Mitigations, and Future DirectionsExpert systems with applications (ESWA), 2025 Smita Khapre Melkamu Mersha Hassan Shakil Jonali Baruah Jugal Kalita 76 1 0 29 Sep 2025
SynthPert: Enhancing LLM Biological Reasoning via Synthetic Reasoning Traces for Cellular Perturbation Prediction Lawrence Phillips Marc Boubnovski Martell Aditya Misra Josefa Lia Stoisser Cesar A. Prada-Medina Rory Donovan-Maiye Kaspar Martens OffRL LRM 48 0 1 29 Sep 2025
Neural Message-Passing on Attention Graphs for Hallucination Detection Fabrizio Frasca Guy Bar-Shalom Yftah Ziser Haggai Maron 68 0 0 29 Sep 2025
ScenarioBench: Trace-Grounded Compliance Evaluation for Text-to-SQL and RAG Zahra Atf Peter Lewis LMTD 83 0 0 29 Sep 2025
HFuzzer: Testing Large Language Models for Package Hallucinations via Phrase-based Fuzzing Yukai Zhao Menghan Wu Xing Hu Xin Xia HILM 89 0 0 28 Sep 2025
LLM Hallucination Detection: HSAD Jinxin Li Gang Tu Junjie Hu 111 0 0 28 Sep 2025
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality Junliang Li Yucheng Wang Yan Chen Yu Ran Ruiqing Zhang Jing Liu H. Wu Haifeng Wang OffRL HILM 97 0 0 28 Sep 2025
We Think, Therefore We Align LLMs to Helpful, Harmless and Honest Before They Go Wrong Gautam Siddharth Kashyap Mark Dras Usman Naseem LLMSV 131 1 0 26 Sep 2025
Library Hallucinations in LLMs: Risk Analysis Grounded in Developer Queries Lukas Twist Jie M. Zhang Mark Harman Helen Yannakoudakis 101 0 0 26 Sep 2025
Are Hallucinations Bad Estimations? Hude Liu Jerry Yao-Chieh Hu Jennifer Yuntong Zhang Zhao Song Han Liu HILM 112 0 0 25 Sep 2025
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface Atousa Arzanipour R. Behnia Reza Ebrahimi Kaushik Dutta SILM 180 0 0 24 Sep 2025
The Knowledge-Behaviour Disconnect in LLM-based Chatbots Jan Broersen KELM 20 0 0 24 Sep 2025
GRPO++: Enhancing Dermatological Reasoning under Low Resource Settings Ismam Nur Swapnil Aranya Saha Tanvir Ahmed Khan Mohammad Ariful Haque 64 0 0 23 Sep 2025
Nano Bio-Agents (NBA): Small Language Model Agents for Genomics George Hong Daniel Trejo Banos 32 0 0 23 Sep 2025
Confidence-Aware Routing for Large Language Model Reliability Enhancement: A Multi-Signal Approach to Pre-Generation Hallucination Mitigation Nandakishor M HILM 60 0 0 23 Sep 2025
Semantic Reformulation Entropy for Robust Hallucination Detection in QA Tasks Chaodong Tong Qi Zhang Lei Jiang Y. Liu Nannan Sun Wei Li HILM 228 0 0 22 Sep 2025