Title
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency Adel Ammar Anis Koubaa Omer Nacar W. Boulila RALM 3DV 35 0 0 13 May 2025
RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models Hanzheng Dai Yuanliang Li Zhibo Zhang Jun Yan 21 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 35 2 0 09 May 2025
Adaptive Stress Testing Black-Box LLM Planners Neeloy Chakraborty John Pohovey Melkior Ornik Katherine Driggs-Campbell 28 0 0 08 May 2025
MARK: Memory Augmented Refinement of Knowledge Anish Ganguli Prabal Deb Debleena Banerjee CLL 74 0 0 08 May 2025
Defending against Indirect Prompt Injection by Instruction Detection Tongyu Wen Chenglong Wang Xiyuan Yang Haoyu Tang Yueqi Xie Lingjuan Lyu Zhicheng Dou Fangzhao Wu AAML 29 0 0 08 May 2025
ChemRxivQuest: A Curated Chemistry Question-Answer Database Extracted from ChemRxiv Preprints Mahmoud Amiri Thomas Bocklitz 48 0 0 08 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Hao-Lun Sun Zile Qiao Jiayan Guo Xuanbo Fan Yingyan Hou Yong-feng Jiang Pengjun Xie Fei Huang Yan Zhang J. Zhou OffRL 58 0 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 37 0 0 06 May 2025
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 38 1 0 05 May 2025
A Survey on Progress in LLM Alignment from the Perspective of Reward Design Miaomiao Ji Yanqiu Wu Zhibin Wu Shoujin Wang Jian Yang Mark Dras Usman Naseem 39 0 0 05 May 2025
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration Kexin Ding Mu Zhou Akshay Chaudhari Shaoting Zhang Dimitris N. Metaxas LM&MA 43 0 0 02 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 82 0 0 01 May 2025
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers Quentin Guimard Moreno DÍncà Massimiliano Mancini Elisa Ricci SSL 72 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
Hallucinations and Key Information Extraction in Medical Texts: A Comprehensive Assessment of Open-Source Large Language Models Anindya Bijoy Das Shibbir Ahmed Shahnewaz Karim Sakib HILM LM&MA 57 0 0 27 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 71 0 0 27 Apr 2025
Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking Luigia Costabile Gian Marco Orlando V. Gatta V. Moscato 36 0 0 24 Apr 2025
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 92 0 0 24 Apr 2025
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation Yangxinyu Xie Bowen Jiang Tanwi Mallick Joshua Bergerson John K Hutchison ... Robert B. Ross Yan Feng L. Levy Weijie J. Su Camillo J. Taylor 32 0 0 24 Apr 2025
An Empirical Study on Prompt Compression for Large Language Models Z. Zhang Jinyi Li Yihuai Lan X. Wang Hao Wang MQ 42 0 0 24 Apr 2025
Grounded in Context: Retrieval-Based Method for Hallucination Detection Assaf Gerner Netta Madvil Nadav Barak Alex Zaikman Jonatan Liberman ... Yaron Friedman Neal Harow Noam Bresler Shir Chorev Philip Tannor HILM 29 0 0 22 Apr 2025
Generative AI for Research Data Processing: Lessons Learnt From Three Use Cases Modhurita Mitra Martine G. de Vos Nicola Cortinovis Dawa Ometto 22 0 0 22 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 56 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 80 0 0 21 Apr 2025
ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations Ahmad Khalil Mahmoud Khalil A. Ngom MLLM VLM 47 0 0 20 Apr 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 40 0 0 16 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 28 0 0 15 Apr 2025
HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs Sharanya Dasgupta Sujoy Nath Arkaprabha Basu Pourya Shamsolmoali Swagatam Das HILM 62 0 0 13 Apr 2025
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 25 0 0 13 Apr 2025
Generating Planning Feedback for Open-Ended Programming Exercises with LLMs Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 31 1 0 11 Apr 2025
RAG-Based Fuzzing of Cross-Architecture Compilers Rana Elnaggar Brian Delgado Jason M. Fung 19 0 0 11 Apr 2025
Hallucination, reliability, and the role of generative AI in science Charles Rathkopf HILM 40 0 0 11 Apr 2025
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders Jakub M. Tomczak RALM 53 0 0 11 Apr 2025
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI Eser Kandogan Nikita Bhutani Dan Zhang Rafael Li Chen Sairam Gurajada Estevam R. Hruschka AIFin 34 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 35 0 0 10 Apr 2025
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning Ruslan Idelfonso Magana Vsevolodovna Marco Monti LRM 21 1 0 10 Apr 2025
Robust Hallucination Detection in LLMs via Adaptive Token Selection Mengjia Niu Hamed Haddadi Guansong Pang HILM 55 0 0 10 Apr 2025
AI-Assisted Conversational Interviewing: Effects on Data Quality and User Experience Soubhik Barari Jarret Angbazo Natalie Wang Leah M. Christian Elizabeth Dean Zoe Slowinski Brandon Sepulvado 28 0 0 09 Apr 2025
PathGPT: Leveraging Large Language Models for Personalized Route Generation Steeve Cuthbert Marcelyn Yucen Gao Yuzhe Zhang Xiaofeng Gao Guihai Chen 30 0 0 08 Apr 2025
Towards Visual Text Grounding of Multimodal Large Language Model Ming Li Ruiyi Zhang Jian Chen Jiuxiang Gu Yufan Zhou Franck Dernoncourt Wanrong Zhu Tianyi Zhou Tong Sun 41 2 0 07 Apr 2025
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou Yuqicheng Zhu Yuan He Jiaoyan Chen Evgeny Kharlamov Steffen Staab RALM 49 0 0 07 Apr 2025
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations Gijs Bellaard B. Smets R. Duits 59 0 0 04 Apr 2025
Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy K. Ciosek Nicolò Felicioni Sina Ghiassian 36 0 0 04 Apr 2025
Statics of continuum planar grasping Udit Halder 31 0 0 03 Apr 2025
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification Allison Koenecke Jed Stiglitz David Mimno Matthew Wilkens AILaw ELM 77 0 0 02 Apr 2025
Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery Nicholas Clark Hua Shen Bill Howe Tanushree Mitra 26 0 0 01 Apr 2025
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering Alexander Murphy Mohd Sanad Zaki Rizvi Aden Haussmann Ping Nie Guifu Liu Aryo Pradipta Gema Pasquale Minervini 47 0 0 30 Mar 2025
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 46 0 0 29 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 46 0 0 27 Mar 2025