Title
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 48 0 0 27 Mar 2025
Unlocking the Potential of Past Research: Using Generative AI to Reconstruct Healthcare Simulation Models Thomas Monks Alison Harper Amy Heather 46 0 0 27 Mar 2025
Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje Horacio Thompson Maximiliano Sapino Edgardo Ferretti Marcelo Errecalde 53 0 0 26 Mar 2025
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Hongcheng Gao Jiashu Qu Jingyi Tang Baolong Bi Yijia Liu Hongyu Chen Li Liang Li Su Qingming Huang MLLM VLM LRM 85 5 0 25 Mar 2025
Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models Yiming Luo Ting Liu Patrick Cheong-Iao Pang Dana McKay Z. Chen George Buchanan Shanton Chang AI4Ed 48 0 0 25 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 2 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 45 0 0 22 Mar 2025
Automating Adjudication of Cardiovascular Events Using Large Language Models Sonish Sivarajkumar Kimia Ameri Chuqin Li Yanshan Wang Min Jiang 38 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 38 0 0 20 Mar 2025
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis Han Yuan Li Zhang Zheng Ma 157 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 53 1 0 18 Mar 2025
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 67 0 0 18 Mar 2025
Do Multimodal Large Language Models Understand Welding? Grigorii Khvatskii Yong Suk Lee Corey Angst Maria Gibbs Robert Landers Nitesh V. Chawla AI4CE 49 1 0 18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation Yuqi Sun Qiang Liu Haiping Zhu Feng Tian 60 0 0 16 Mar 2025
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System Science Lachlan McGinness Peter Baumgartner 36 2 0 16 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 41 0 0 14 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions Joseph R. Loffredo Suyeol Yun LLMAG 77 0 0 14 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 48 1 0 14 Mar 2025
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding Shunqi Mao Chaoyi Zhang Weidong Cai MLLM 149 0 0 13 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Saeed Mian EGVM 67 3 0 11 Mar 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention Mengzhe Hei Zhouran Zhang Qingbao Liu Yan Pan Xiang Zhao Yongqian Peng Yicong Ye Xin Zhang Shuxin Bai 49 0 0 10 Mar 2025
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization Wei Liu Zhiying Deng Zhongyu Niu Jun Wang Yining Qi Zhigang Zeng Ruixuan Li 47 2 0 08 Mar 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination Li Li Jiashu Qu Yuxiao Zhou Yuehan Qin Tiankai Yang Yue Zhao 95 2 0 08 Mar 2025
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language Erik Jones Arjun Patrawala Jacob Steinhardt 49 0 0 06 Mar 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models Yao Ge Yuting Guo Sudeshna Das Swati Rajwal Selen Bozkurt A. Sarker MedIm LM&MA 55 0 0 06 Mar 2025
Causally Reliable Concept Bottleneck Models Giovanni De Felice Arianna Casanova Flores Francesco De Santis Silvia Santini Johannes Schneider Pietro Barbiero Alberto Termine 74 2 0 06 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 64 1 0 05 Mar 2025
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 71 0 0 05 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction Fenglin Liu Jinge Wu Hongjian Zhou Xiao Gu Soheila Molaei A. Thakur Lei A. Clifton Honghan Wu David A. Clifton LM&MA 46 0 0 05 Mar 2025
COSINT-Agent: A Knowledge-Driven Multimodal Agent for Chinese Open Source Intelligence Wentao Li Congcong Wang Xiaoxiao Cui Zhi Liu Wei Guo Lizhen Cui 57 0 0 05 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs Yuzhe Gu W. Zhang Chengqi Lyu Dahua Lin Kai Chen 62 1 0 04 Mar 2025
ReaderLM-v2: Small Language Model for HTML to Markdown and JSON Feng Wang Zesheng Shi Bo Wang Nan Wang Han Xiao RALM 81 1 0 03 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu Xianfeng Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 46 2 0 01 Mar 2025
Experiences with Content Development and Assessment Design in the Era of GenAI Aakanksha Sharma S. Shailendra Rajan Kadel 36 0 0 28 Feb 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 60 0 0 28 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset Botond Barta Endre Hamerlik Milán Konor Nyist Judit Ács 41 0 0 27 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 68 0 0 26 Feb 2025
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions R. Lucassen Sander P.J. Moonemans Tijn van de Luijtgaarden Gerben E. Breimer W. Blokx M. Veta MedIm 68 2 0 26 Feb 2025
VeriPlan: Integrating Formal Verification and LLMs into End-User Planning Christine P. Lee David J. Porfirio Xinyu Jessica Wang Kevin Zhao Bilge Mutlu 82 1 0 25 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 111 0 0 25 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 43 0 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 43 0 0 22 Feb 2025
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis Peiran Wang Yang Liu Yunfei Lu Jue Hong Ye Wu HILM LRM 77 0 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 V. Chawla Olaf Wiest Xuzhi Zhang 89 1 0 14 Feb 2025
LP-LM: No Hallucinations in Question Answering with Logic Programming Katherine Wu Yanhong A. Liu HILM LRM 54 0 0 13 Feb 2025
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis Narration Flavio Bertini A. D. Palù Federica Zaglio Francesco Fabiano Andrea Formisano 91 0 0 13 Feb 2025
HuDEx: Integrating Hallucination Detection and Explainability for Enhancing the Reliability of LLM responses Sujeong Lee Hayoung Lee Seongsoo Heo Wonik Choi HILM 93 0 0 12 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 105 5 0 12 Feb 2025
Can ChatGPT Diagnose Alzheimer's Disease? Quoc Toan Nguyen Linh Le Xuan-The Tran T. Do Chin-Teng Lin LM&MA 234 0 0 10 Feb 2025