Title
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing Kangqi Chen Andreas Kosmas Kakolyris Rakesh Nadig Manos Frouzakis Nika Mansouri-Ghiasi Yu Liang Haiyu Mao Jisung Park Mohammad Sadrosadati Onur Mutlu RALM 38 0 0 19 Jun 2025
Think Global, Act Local: Bayesian Causal Discovery with Language Models in Sequential Data Prakhar Verma David Arbour Sunav Choudhary Harshita Chopra Arno Solin Atanu R. Sinha 10 0 0 19 Jun 2025
Robust Instant Policy: Leveraging Student's t-Regression Model for Robust In-context Imitation Learning of Robot Manipulation Hanbit Oh Andrea M. Salcedo-Vázquez I. Ramirez-Alpizar Y. Domae 17 0 0 18 Jun 2025
Lessons from Training Grounded LLMs with Verifiable Rewards Shang Hong Sim Tej Deep Pala Vernon Y.H. Toh Hai Leong Chieu Amir Zadeh Chuan Li Navonil Majumder Soujanya Poria OffRL RALM LRM 15 0 0 18 Jun 2025
Efficient Serving of LLM Applications with Probabilistic Demand Modeling Yifei Liu Zuo Gan Zhenghao Gan Weiye Wang Chen Chen ... Xusheng Chen Zhenhua Han Yifei Zhu Shixuan Sun Minyi Guo 18 0 0 17 Jun 2025
Re-Initialization Token Learning for Tool-Augmented Large Language Models Chenghao Li Liu Liu B. Yu Jiayan Qiu Yibing Zhan LLMAG CLL KELM 43 0 0 17 Jun 2025
GenerationPrograms: Fine-grained Attribution with Executable Programs David Wan Eran Hirsch Elias Stengel-Eskin Ido Dagan Mohit Bansal 25 0 0 17 Jun 2025
Using LLMs for Security Advisory Investigations: How Far Are We? Bayu Fedra Abdullah Yusuf Sulistyo Nugroho Brittany Reid R. Kula Kazumasa Shimari Kenichi Matsumoto 10 0 0 16 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 19 0 0 14 Jun 2025
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic AI Era Shuo Jiang Min Xie Frank Youhua Chen Jian Ma Jianxi Luo AI4TS AI4CE 63 0 0 11 Jun 2025
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Haoyi Song Ruihan Ji Naichen Shi Fan Lai Raed Al Kontar 82 0 0 11 Jun 2025
SAFE: Multitask Failure Detection for Vision-Language-Action Models Qiao Gu Yuanliang Ju Shengxiang Sun Igor Gilitschenski Haruki Nishimura Masha Itkina Florian Shkurti 46 0 0 11 Jun 2025
Trustworthy AI for Medicine: Continuous Hallucination Detection and Elimination with CHECK Carlos Garcia-Fernandez Luis Felipe Monique Shotande Muntasir Zitu Aakash Tripathi Ghulam Rasool Issam El Naqa Vivek Rudrapatna Gilmer Valdes HILM LM&MA 22 0 0 10 Jun 2025
Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia Katelyn Mei A. S. G. Choi Hilke Schellmann Mona Sloane Allison Koenecke 28 0 0 10 Jun 2025
ConfQA: Answer Only If You Are Confident Yin Huang Yifan Ethan Xu Kai Sun Vera Yan Alicia Sun ... Yue Liu Aaron Colak Anuj Kumar Wen-tau Yih Xin Luna Dong HILM 20 0 0 08 Jun 2025
AssertBench: A Benchmark for Evaluating Self-Assertion in Large Language Models Jaeho Lee Atharv Chowdhary HILM 31 0 0 08 Jun 2025
C-PATH: Conversational Patient Assistance and Triage in Healthcare System Qi Shi Qiwei Han Cláudia Soares LM&MA 25 0 0 07 Jun 2025
WebTrust: An AI-Driven Data Scoring System for Reliable Information Retrieval Joydeep Chandra Aleksandr Algazinov Satyam Kumar Navneet Rim El Filali Matt Laing Andrew Hanna 23 0 0 05 Jun 2025
SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat Yuru Jiang Wenxuan Ding Shangbin Feng Greg Durrett Yulia Tsvetkov 88 0 0 05 Jun 2025
Normative Conflicts and Shallow AI Alignment Raphaël Millière 89 0 0 05 Jun 2025
An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Po-Chieh Yu 42 0 0 03 Jun 2025
TriPSS: A Tri-Modal Keyframe Extraction Framework Using Perceptual, Structural, and Semantic Representations Mert Can Cakmak Nitin Agarwal Diwash Poudel 27 0 0 03 Jun 2025
Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations Jinyuan Luo Zhen Fang Yixuan Li Seongheon Park Ling Chen AAML HILM 61 0 0 03 Jun 2025
HADA: Human-AI Agent Decision Alignment Architecture Tapio Pitkäranta Leena Pitkäranta 20 0 0 01 Jun 2025
Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments Li Zhang Morgan A. Gray Jaromír Šavelka Kevin D. Ashley 29 0 0 31 May 2025
ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering Ruofan Wu Youngwon Lee Fan Shu Danmei Xu Seung-won Hwang Z. Yao Y. He Feng Yan LRM 25 0 0 30 May 2025
The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models Junyi Li Hwee Tou Ng OffRL HILM LRM 57 0 0 30 May 2025
Spa-VLM: Stealthy Poisoning Attacks on RAG-based VLM Lei Yu Yechao Zhang Ziqi Zhou Yang Wu Wei Wan Minghui Li Shengshan Hu Pei Xiaobing Jing Wang AAML 27 0 0 28 May 2025
Climate Finance Bench Rafik Mankour Yassine Chafai Hamada Saleh Ghassen Ben Hassine Thibaud Barreau Peter Tankov 35 0 0 28 May 2025
Pretrained LLMs Learn Multiple Types of Uncertainty Roi Cohen Omri Fahn Gerard de Melo 39 0 0 27 May 2025
TeroSeek: An AI-Powered Knowledge Base and Retrieval Generation Platform for Terpenoid Research Xu Kang Siqi Jiang Kangwei Xu Jiahao Li Ruibo Wu RALM 35 0 0 27 May 2025
Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Ye Ye LLMAG KELM 45 0 0 26 May 2025
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Anton Tkachenko Dmitrij Suskevic Benjamin Adolphi 63 0 0 26 May 2025
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling Jialong Zhou L. Wang Xiao Yang LLMAG 61 0 0 25 May 2025
Conversational Exploration of Literature Landscape with LitChat Mingyu Huang Shasha Zhou Yuxuan Chen Ke Li LM&MA 25 0 0 25 May 2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects Reva Schwartz Rumman Chowdhury Akash Kundu Heather Frase Marzieh Fadaee ... Andrew Thompson Maya Carlyle Qinghua Lu Matthew Holmes Theodora Skeadas 71 0 0 24 May 2025
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing Weihan Xu Yimeng Ma Jingyue Huang Yang Li Wenye Ma Taylor Berg-Kirkpatrick Julian McAuley Paul Pu Liang Hao-Wen Dong DiffM VGen 180 0 0 24 May 2025
Response Uncertainty and Probe Modeling: Two Sides of the Same Coin in LLM Interpretability? Yongjie Wang Yibo Wang Xin Zhou Zhiqi Shen 62 0 0 24 May 2025
Discovering Forbidden Topics in Language Models Can Rager Chris Wendler Rohit Gandikota David Bau 104 0 0 23 May 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Feilong Tang Chengzhi Liu Zhongxing Xu Ming Hu Zelin Peng ... Minquan Lin Yifan Peng Xuelian Cheng Imran Razzak Zongyuan Ge 76 1 0 22 May 2025
Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation Xiaozhao Liu Dinggang Shen Xihui Liu 86 0 0 21 May 2025
Boost Post-Training Quantization via Null Space Optimization for Large Language Models Jiaqi Zhao Miao Zhang Weili Guan Liqiang Nie MQ 17 0 0 21 May 2025
Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration Tatia Tsmindashvili Ana Kolkhidashvili Dachi Kurtskhalia Nino Maghlakelidze Elene Mekvabishvili Guram Dentoshvili Orkhan Shamilov Zaal Gachechiladze Steven Saporta David Dachi Choladze 183 0 0 18 May 2025
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs Junxiao Yang Jinzhe Tu Haoran Liu Xiaoce Wang Chujie Zheng ... Caishun Chen Tiantian He Hongning Wang Yew-Soon Ong Minlie Huang LRM 107 0 0 18 May 2025
Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models Kai Tang Jinhao You Xiuqi Ge Hanze Li Yichen Guo Xiande Huang MLLM 173 0 0 18 May 2025
RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models Hanzheng Dai Yuanliang Li Jun Yan Zhibo Zhang 76 0 0 11 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers Alba María Mármol-Romero Manuel García-Vega Miguel Ángel García-Cumbreras Arturo Montejo-Ráez 94 3 0 09 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Hao Sun Zile Qiao Jiayan Guo Xuanbo Fan Yingyan Hou Yong Jiang Pengjun Xie Yan Zhang Fei Huang Jingren Zhou OffRL 133 12 0 07 May 2025
Interpretable Zero-shot Learning with Infinite Class Concepts Zihan Ye Shreyank N Gowda Shiming Chen Yaochu Jin Kaizhu Huang Xiaobo Jin VLM 80 0 0 06 May 2025
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 133 2 0 05 May 2025