Title
Implicit Communication of Contextual Information in Human-Robot Collaboration Yan Zhang 36 0 0 09 Feb 2025
ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports Aynur Guluzade Naguib Heiba Zeyd Boukhers Florim Hamiti Jahid Hasan Polash Yehya Mohamad Carlos A Velasco LM&MA 53 1 0 08 Feb 2025
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Longquan Jiang Junbo Huang Cedric Moller Ricardo Usbeck 45 0 0 06 Feb 2025
Enhancing Hallucination Detection through Noise Injection Litian Liu Reza Pourreza Sunny Panchal Apratim Bhattacharyya Yao Qin Roland Memisevic HILM 81 2 0 06 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 67 8 0 03 Feb 2025
Selective Response Strategies for GenAI Boaz Taitler Omer Ben-Porat 66 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 48 0 0 28 Jan 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 30 1 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 74 12 0 28 Jan 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval Changhun Lee Jun-gyu Jin Younghyun Cho Eunhyeok Park LRM 56 0 0 28 Jan 2025
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language Models Dehao Tao Congqi Wang Feng Huang Junhao Chen Yongfeng Huang Minghu Jiang 62 1 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 41 1 0 27 Jan 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi W. Hsu M. Lee 47 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 67 2 0 20 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 128 14 0 20 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 41 0 0 18 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 61 0 0 17 Jan 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems Mohita Chowdhury Yajie Vera He Aisling Higham Ernest Lim 58 1 0 14 Jan 2025
FaceOracle: Chat with a Face Image Oracle Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 39 0 0 13 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 40 5 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 51 2 0 08 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Yong Liu 51 0 0 06 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 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 72 1 0 03 Jan 2025
Utilizing Multimodal Data for Edge Case Robust Call-sign Recognition and Understanding Alexander Blatt Dietrich Klakow 32 0 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
Emerging Security Challenges of Large Language Models Herve Debar Sven Dietrich Pavel Laskov Emil C. Lupu Eirini Ntoutsi ELM 29 0 0 23 Dec 2024
Pretraining with random noise for uncertainty calibration Jeonghwan Cheon Se-Bum Paik OnRL 46 0 0 23 Dec 2024
CBCMS: A Compliance Management System for Cross-Border Data Transfer Zhixian Zhuang Xiaodong Lee Jiuqi Wei Yufan Fu Aiyao Zhang 73 0 0 12 Dec 2024
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 93 3 0 09 Dec 2024
Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning R. Krishnan Piyush Khanna Omesh Tickoo HILM 72 1 0 03 Dec 2024
Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Chiara Antico Stefano Giordano Cansu Koyuturk D. Ognibene 66 2 0 29 Nov 2024
Quantized Delta Weight Is Safety Keeper Yule Liu Zhen Sun Xinlei He Xinyi Huang 96 2 0 29 Nov 2024
An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation Joy Mahapatra Utpal Garain HILM ALM 69 1 0 28 Nov 2024
Challenges in Human-Agent Communication Gagan Bansal J. W. Vaughan Saleema Amershi Eric Horvitz Adam Fourney Hussein Mozannar Victor C. Dibia Daniel S. Weld LLMAG AAML AI4CE 85 4 0 28 Nov 2024
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models Alice Heiman Xiaoman Zhang E. Chen Sung Eun Kim Pranav Rajpurkar HILM MedIm 82 0 0 27 Nov 2024
Can LLMs be Good Graph Judge for Knowledge Graph Construction? Haoyu Huang Cheng Chen Conghui He Yang Li Jiawei Jiang 81 1 0 26 Nov 2024
Agent-Based Modelling Meets Generative AI in Social Network Simulations Antonino Ferraro Antonio Galli V. Gatta Marco Postiglione Gian Marco Orlando Diego Russo Giuseppe Riccio Antonio Romano V. Moscato LLMAG AI4CE 73 2 0 25 Nov 2024
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 81 1 0 23 Nov 2024
RAG-Thief: Scalable Extraction of Private Data from Retrieval-Augmented Generation Applications with Agent-based Attacks Changyue Jiang Xudong Pan Geng Hong Chenfu Bao Min Yang SILM 75 9 0 21 Nov 2024
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models Javier Ferrando Oscar Obeso Senthooran Rajamanoharan Neel Nanda 82 10 0 21 Nov 2024
A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery Grace Sng Yanming Zhang Klaus Mueller 62 0 0 16 Nov 2024
LLM Hallucination Reasoning with Zero-shot Knowledge Test Seongmin Lee Hsiang Hsu Chun-Fu Chen LRM 39 2 0 14 Nov 2024
Model Editing for LLMs4Code: How Far are We? Xiaopeng Li Shangwen Wang Shasha Li Jun Ma Jie Yu Xiaodong Liu Jing Wang Bin Ji Weimin Zhang KELM 44 2 0 11 Nov 2024
Grounding Video Models to Actions through Goal Conditioned Exploration Yunhao Luo Yilun Du LM&Ro VGen 85 1 0 11 Nov 2024
FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees Fan Nie Xiaotian Hou Shuhang Lin James Zou Huaxiu Yao Linjun Zhang HILM 37 0 0 04 Nov 2024
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control Yuxin Xiao Chaoqun Wan Yonggang Zhang Wenxiao Wang Binbin Lin Xiaofei He Xu Shen Jieping Ye 29 0 0 04 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 62 2 0 03 Nov 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models Jianyi Zhang Da-Cheng Juan Cyrus Rashtchian Chun-Sung Ferng Heinrich Jiang Yangyi Chen 41 4 0 01 Nov 2024