| 1 | Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded Diagnosis | Hao Zhou, Mandar Kulkarni, Hao Chen +3 | cs.AI | 2026-09-02 |
| 2 | RVSD: Retrieval Vision Sparse Decoding for Mitigating Visual Hallucinations in Large Vision-Language Models | Canjie Liu, Jiawen Kang, Jinbo Wen +1 | cs.CV | 2026-09-02 |
| 3 | DKL: Decoupled Knowledge Learning for Instruction-Tuned Language Models | Kushagra Bhushan, Meghanadh Pulivarthi, Sai Krishna Reddy Sathi +7 | cs.CL | 2026-09-02 |
| #4 | From Tokens to Semantics: Leveraging Complementary Signals for Hallucination Detection in Black-Box LLMs | Urja Pawar, Rajitha Ramanayake, Owen O'Neill +4 | cs.CL | 2026-09-02 |
| #5 | Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting | Ron Begleiter, Katya Egert Berg, Gilad Saban +1 | cs.AI | 2026-09-02 |
| #6 | Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation | Egecan Çelik Evgin, İlknur Karadeniz, Olcay Taner Yıldız | cs.CL | 2026-09-02 |
| #7 | Detecting Object Hallucinations in Large Vision-Language Models via Cross-Modal Attention Drifts and Mask-Based Verification | Xuanbing Wen, Boxu Chen, Le Yang +4 | cs.CV | 2026-09-02 |
| #8 | Does Playing it Safe Count as Faithfulness? Reassessing LVLM Hallucination Mitigation Methods | Mehrdad Fazli, Sina Mansouri, Mohit Marvania +1 | cs.CV | 2026-09-01 |
| #9 | Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks | Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +1 | cs.NI | 2026-09-01 |
| #10 | SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech Recognition | Biraj Subedi | cs.CL | 2026-09-01 |
| #11 | CHARM: Character Hallucination for Multicultural Role Play Benchmark | Sunkyung Han, Nahyeon Park, Gaeun Seo +2 | cs.CL | 2026-09-01 |
| #12 | Reliability Challenges in Diffusion Vision-Language Models | Md. Atabuzzaman, Chris Thomas | cs.CV | 2026-09-01 |
| #13 | LLMPEDIA: Browsing, Verifying, and Comparing the Parametric Encyclopedic Knowledge of LLMs | Muhammed Saeed, Simon Razniewski | cs.CL | 2026-09-01 |
| #14 | Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation | Yumi Lee, Harim Oh, Hyoryung Kim +52 | cs.CV | 2026-09-01 |
| #15 | SFAD: Speculative Factuality-Aware Decoding | Guanqiao Chen, Di Wang, Lijie Hu | cs.CL | 2026-09-01 |
| #16 | SCoNE: Selective Context-aware Neuron Editing for Robust Retrieval-Augmented Generation | Chaewon Kim, Seo Yeon Park | cs.CL | 2026-09-01 |
| #17 | Enoki: Efficient Multi-Level Hallucination Detection | Elisei Rykov, Timur Ionov, Nikolay Ivanov +5 | cs.CL | 2026-09-01 |
| #18 | ISO-RAG: Isoperimetric Noise Control for Retrieval-Augmented Generation | Siyuan Zhang, Hanchen Wang, Dong Wen +2 | cs.AI | 2026-09-01 |
| #19 | The Privacy-Hallucination Tradeoff in Differentially Private Language Models | Krithika Ramesh, Krishna Pillutla, Danish Pruthi +1 | cs.AI | 2026-08-31 |
| #20 | Beyond Language Priors: Diagnosing and Fixing Visual-Origin Hallucinations in Multimodal LLM | Peiyang Xu, Xiaopei Zhu, Jun Zhu +1 | cs.CV | 2026-08-31 |
| #21 | Context-Aware Interleaved Batching for WhisperX | Carlos Bain, Max Bain | cs.CL | 2026-08-31 |
| #22 | Faithfulness Is Not Free: Auditing Offline KV-Cache Quantization in Retrieval-Augmented Generation | Atta Ul Asad, Ahsan Bilal, Muhammad Ali +2 | cs.CL | 2026-08-31 |
| #23 | Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning | Arthur Becker, Jakob Kemmler, David Thulke +3 | cs.CL | 2026-08-31 |
| #24 | SingProbe Technical Report | Sing Team | cs.CR | 2026-08-31 |
| #25 | MedAgent-R1: Faithfulness-Aware Reinforcement Learning for Evidence-Grounded Medical Reasoning | Jiangwang Chen, Chenghao Zhang, Hengxing Cai | cs.AI | 2026-08-31 |
| #26 | Fine-Grained Multi Image Object Hallucination Benchmark | Joonki Min, Chaeyun Kim, Hyungwook Choi +4 | cs.CV | 2026-08-31 |
| #27 | VisER: Visual Evidence and Reliance for Object Hallucination Detection in LVLMs | Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +1 | cs.CV | 2026-08-31 |
| #28 | ImageEval 2026: Culturally Grounded Arabic Multimodal Evaluation | Samir Abdaljalil, Hunzalah Hassan Bhatti, Ahlam Bashiti +11 | cs.CL | 2026-08-31 |
| #29 | Learning to Reason and Use Tools through Unsupervised Fine-Tuning in Task-Oriented Dialog Systems | Markel Ferro, Oier Lopez de Lacalle | cs.CL | 2026-08-31 |
| #30 | Lazy Grounding: Attacking Search Agents with Factual Evidence | Yulin Zhang, Yukun Huang, Sanxing Chen +4 | cs.CL | 2026-08-31 |
| #31 | Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models | Aditi Sarker, Nazreen Shah, Rafi Ibn Sultan +3 | cs.CV | 2026-08-30 |
| #32 | Beyond Fluency: A Rubric-Based Benchmark for Evaluating Saudi Dialect and Cultural Competence in Large Language Models | Ghassan Al-Sumaidaee, Sajjad Abdoli, Ahmed Rashad +1 | cs.CL | 2026-08-30 |
| #33 | SpanCalib-VLM: Calibrated Hallucination Span Detection in Vision-Language Models | Amanuel Gizachew Abebe, Yasmin Moslem | cs.CV | 2026-08-30 |
| #34 | Compression-Aware Abstention: Teaching LLMs to Refuse When KV-Compression Masks Remove Answer Evidence | Mohammadali Khodabandehlou, Bhaskar Krishnamachari | cs.CL | 2026-08-30 |
| #35 | Hallucination Mitigation for Large Vision-Language Models via Implicit Feature Stabilization | Aditi Sarker, Rafi Ibn Sultan, Hui Zhu +2 | cs.CV | 2026-08-30 |
| #36 | Perceive to Hypothesize, Verify to Ground: An Agentic Reasoning Framework for Open-World Geo-Localization | Yutian Jiang, Ruijie Li, Sisuo Lyu +4 | cs.AI | 2026-08-30 |
| #37 | Detecting and Repairing Hallucinations in Retrieval-Augmented Generation | Sai Krishna Reddy Mulakkayala, Niki van Stein, Aske Plaat | cs.CL | 2026-08-29 |
| #38 | RAGDiffusion++: From Macro-Retrieval to Micro-Fidelity Alignment for Garment Generation | Yuhan Li, Xianfeng Tan, Fangao Zeng +6 | cs.CV | 2026-08-29 |
| #39 | RACER: Reinforced Agent Collaboration for Explainable Reasoning on Knowledge Graphs | Yuwei Lou, Hao Hu, Yuzhou Jiang +5 | cs.AI | 2026-08-29 |
| #40 | SGRNet: Spatially Guided Radiology Network for Structured Radiological Reporting of Head and Neck Cancer | Ayush Gupta, Vinkle Srivastav, Prateek Upadhya +3 | cs.CV | 2026-08-29 |
| #41 | Development of an Autonomous AI Coding Agent using Monte Carlo Tree Search (MCTS) and Gemini LLM Frameworks | Pravin Game, Vipin Ramakrishnan, Prathamesh Wagh | cs.LG | 2026-08-29 |
| #42 | EviAnchor: Mitigating Hallucinations in Large Vision-Language Models via Regional Visual Evidence Compensation | Sihang Jia, Shuliang Liu, Songbo Yang +1 | cs.AI | 2026-08-29 |
| #43 | The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice | Jungseob Lee, Jaehyung Seo, Heuiseok Lim | cs.CL | 2026-08-28 |
| #44 | SymboLLM-FE: LLM-Accelerated Symbolic Regression for Automated Feature Engineering on Tabular Data | Zi-Jian Cheng, Zi-Yi Jia, Zhi Zhou +2 | cs.LG | 2026-08-28 |
| #45 | BEACON: Behavior-Anchored Cross-Source Knowledge Graph Construction for Cyber Threat Intelligence | Changze Li, Yutong Cheng, Tsania Camila Finnisa +3 | cs.CR | 2026-08-28 |
| #46 | Dynamic Alignment Compensation for Hallucination Mitigation in Large Vision-Language Models | Kairong Yu, Zixin Zhu, Le Yu +1 | cs.CV | 2026-08-28 |
| #47 | Evaluating the Safety of Deep Learning-Based Brain MRI Reconstruction | Dat Tat Mai, Thai Viet Pham, Thu Nguyen Thi Dang +1 | eess.IV | 2026-08-28 |
| #48 | Automated Analysis Framework for Multilingual Climate-Health Literature Based on Multi-Agent Large Language Model | Yuze Sun, Shihui Zhang, Jiancheng Pan +6 | cs.AI | 2026-08-28 |
| #49 | See, Hypothesize, Validate: Multimodal Agentic Framework for Discovering Governing PDEs | Sarang Manoj Pekhale, Amartya Roy, Rajat Sarkar +1 | cs.AI | 2026-08-28 |
| #50 | ReVA: A Region-Aware Visual Assistant for Visually Grounded Question Answering | Anoop Senthil | cs.CL | 2026-08-27 |