Title
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 128 0 0 01 May 2025
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 130 5 0 24 Apr 2025
Generative AI for Research Data Processing: Lessons Learnt From Three Use Cases Modhurita Mitra Martine G. de Vos Nicola Cortinovis Dawa Ometto 75 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 337 0 0 21 Apr 2025
ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations Ahmad Khalil Mahmoud Khalil A. Ngom MLLM VLM 145 0 0 20 Apr 2025
Generating Planning Feedback for Open-Ended Programming Exercises with LLMs Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 74 2 0 11 Apr 2025
Robust Hallucination Detection in LLMs via Adaptive Token Selection Mengjia Niu Hamed Haddadi Guansong Pang HILM 109 0 0 10 Apr 2025
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information A. Loreti K. Chen R. George R. Firth A. Agnello S. Tanaka 106 0 0 10 Apr 2025
PathGPT: Leveraging Large Language Models for Personalized Route Generation Steeve Cuthbert Marcelyn Yucen Gao Yuzhe Zhang Xiaofeng Gao Guihai Chen 55 0 0 08 Apr 2025
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations Gijs Bellaard B. Smets R. Duits 131 0 0 04 Apr 2025
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 119 0 0 29 Mar 2025
Automating Adjudication of Cardiovascular Events Using Large Language Models Sonish Sivarajkumar Kimia Ameri Chuqin Li Yanshan Wang Min Jiang 65 0 0 21 Mar 2025
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation Bisola Faith Kayode Akinyemi Sadeeq Akintola Oluwole Fagbohun Egonna Anaesiuba-Bristol Onyekachukwu Ojumah ... Aniema Inyang Teslim Kazeem Habeeb Alli Udodirim Ibem Offia Prisca Chinazor Amajuoyi 67 0 0 20 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 112 6 0 18 Mar 2025
Learning on LLM Output Signatures for gray-box Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 152 0 0 18 Mar 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination Li Li Jiashu Qu Yuxiao Zhou Yuehan Qin Tiankai Yang Yue Zhao 148 2 0 08 Mar 2025
Causally Reliable Concept Bottleneck Models Giovanni De Felice Arianna Casanova Flores Francesco De Santis Silvia Santini Johannes Schneider Pietro Barbiero Alberto Termine 139 4 0 06 Mar 2025
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 248 4 0 05 Mar 2025
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents Jingying Zeng Hui Liu Zhenwei Dai Xianfeng Tang Chen Luo Samarth Varshney Zhen Li Qi He HILM 125 3 0 05 Mar 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang Siyang Song Narayanan Sadagopan Anurag Beniwal HILM 126 1 0 28 Feb 2025
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation R. Lucassen Tijn van de Luijtgaarden Sander P.J. Moonemans Gerben E. Breimer W. Blokx M. Veta 121 0 0 26 Feb 2025
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research Veda C. Storey Wei Thoo Yue J. Leon Zhao Roman Lukyanenko 83 2 0 25 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 168 0 0 22 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 161 2 0 20 Feb 2025
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond Kehan Guo Yili Shen Gisela Abigail Gonzalez-Montiel Yue Huang Yujun Zhou ... Zhichun Guo Prayel Das Nitesh Chawla Olaf Wiest Wei Wei 218 2 0 14 Feb 2025
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis Narration Flavio Bertini A. D. Palù Federica Zaglio Francesco Fabiano Andrea Formisano 163 0 0 13 Feb 2025
LP-LM: No Hallucinations in Question Answering with Logic Programming Katherine Wu Yanhong A. Liu HILM LRM 120 0 0 13 Feb 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 235 7 0 12 Feb 2025
Enhancing Hallucination Detection through Noise Injection Litian Liu Reza Pourreza Sunny Panchal Apratim Bhattacharyya Yao Qin Roland Memisevic HILM 200 4 0 06 Feb 2025
Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects Henrique Nunes Eduardo Figueiredo Larissa Rocha Sarah Nadi Fischer Ferreira Geanderson Esteves 241 2 0 04 Feb 2025
Selective Response Strategies for GenAI Boaz Taitler Omer Ben-Porat 125 2 0 02 Feb 2025
Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications Yixin Wu Ziqing Yang Yun Shen Michael Backes Yang Zhang 85 1 0 02 Feb 2025
TORCHLIGHT: Shedding LIGHT on Real-World Attacks on Cloudless IoT Devices Concealed within the Tor Network Yumingzhi Pan Zhen Ling Yue Zhang Hongze Wang Guangchi Liu Junzhou Luo Xinwen Fu 163 0 0 28 Jan 2025
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise Rose E. Wang Ana T. Ribeiro Carly Robinson Susanna Loeb Dora Demszky 160 17 0 28 Jan 2025
URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT Long Nguyen Tho Quan 81 1 0 27 Jan 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval Changhun Lee Jun-gyu Jin Jun-gyu Jin Younghyun Cho Eunhyeok Park RALM LRM 119 0 0 25 Jan 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi Wynne Hsu Mong Li Lee 89 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 141 4 0 20 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 209 17 0 20 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 104 0 0 17 Jan 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 99 12 0 08 Jan 2025
Predictable Artificial Intelligence Lexin Zhou Pablo Antonio Moreno Casares Fernando Martínez-Plumed John Burden Ryan Burnell ... Seán Ó hÉigeartaigh Danaja Rutar Wout Schellaert Konstantinos Voudouris José Hernández-Orallo 146 3 0 08 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Yang Liu 126 0 0 06 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 172 7 0 03 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 235 14 0 03 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 136 2 0 03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 145 30 0 31 Dec 2024
Utilizing Multimodal Data for Edge Case Robust Call-sign Recognition and Understanding Alexander Blatt Dietrich Klakow 46 0 0 31 Dec 2024
Pretraining with random noise for uncertainty calibration Jeonghwan Cheon Se-Bum Paik OnRL 185 2 0 23 Dec 2024
A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions Ola Shorinwa Zhiting Mei Justin Lidard Allen Z. Ren Anirudha Majumdar HILM LRM 153 19 0 07 Dec 2024