Title
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks Sizhe Yuen Ting Su Ziyang Wang Yali Du Adam Sobey 54 0 0 20 May 2025
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation Jialun Zhong Yanzeng Li Sen Hu Yang Zhang Teng Xu Lei Zou LM&MA 95 0 0 19 May 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps Jie Ou Jinyu Guo Shuaihong Jiang Zhaokun Wang Libo Qin Shunyu Yao Wenhong Tian 3DV 163 0 0 19 May 2025
AMAQA: A Metadata-based QA Dataset for RAG Systems Davide Bruni Marco Avvenuti Nicola Tonellotto Maurizio Tesconi 67 0 0 19 May 2025
Re-identification of De-identified Documents with Autoregressive Infilling Lucas Georges Gabriel Charpentier Pierre Lison 59 0 0 19 May 2025
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models Xuan Wu Di Wang Chunguo Wu Lijie Wen Chunyan Miao Yubin Xiao You Zhou 95 2 0 19 May 2025
Efficiently Building a Domain-Specific Large Language Model from Scratch: A Case Study of a Classical Chinese Large Language Model Shen Li Renfen Hu Lijun Wang ALM 55 0 0 17 May 2025
From Recall to Reasoning: Automated Question Generation for Deeper Math Learning through Large Language Models Yongan Yu Alexandre Krantz Nikki G. Lobczowski LRM 69 0 0 17 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Sihang Li Hengxing Cai An Zhang Xiang Wang ReLM LRM 162 0 0 16 May 2025
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache Qiuyu Zhu Liang Zhang Qianxiong Xu Cheng Long Jie Zhang 103 0 0 16 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 104 1 0 14 May 2025
Aitomia: Your Intelligent Assistant for AI-Driven Atomistic and Quantum Chemical Simulations Jinming Hu Hassan Nawaz Yuting Rui Lijie Chi Arif Ullah Pavlo O. Dral 56 0 0 13 May 2025
Securing RAG: A Risk Assessment and Mitigation Framework Lukas Ammann Sara Ott Christoph R. Landolt Marco P. Lehmann SILM 127 1 0 13 May 2025
ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Elias Lumer Anmol Gulati Vamse Kumar Subbiah Pradeep Honaganahalli Basavaraju James A. Burke 68 0 0 09 May 2025
Retrieval Augmented Time Series Forecasting Sungwon Han Seungeon Lee M. Cha Sercan O. Arik Jinsung Yoon AI4TS 65 0 0 07 May 2025
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation Tiantian Gan Qiyao Sun 31 2 0 06 May 2025
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation Matan Orbach Ohad Eytan Benjamin Sznajder Ariel Gera O. Boni ... Eyal Shnarch Michael E. Factor Shila Ofek-Koifman Paula Ta-Shma Assaf Toledo 68 0 0 06 May 2025
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing Diji Yang Linda Zeng Jinmeng Rao Yize Zhang 74 0 0 05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian Foster Ben Blaiszik 160 1 0 05 May 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation Baolei Zhang Haoran Xin Minghong Fang Zhuqing Liu Biao Yi Tong Li Zheli Liu SILM AAML 146 1 0 30 Apr 2025
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 210 0 0 28 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 156 5 0 25 Apr 2025
The Viability of Crowdsourcing for RAG Evaluation Lukas Gienapp Tim Hagen Maik Fröbe Matthias Hagen Benno Stein Martin Potthast Harrisen Scells 121 0 0 22 Apr 2025
Synergizing RAG and Reasoning: A Systematic Review Yunfan Gao Yun Xiong Yijie Zhong Yuxi Bi Ming Xue Haoyu Wang LRM AI4CE 443 7 0 22 Apr 2025
UFO2: The Desktop AgentOS Chaoyun Zhang He Huang Chiming Ni J. Mu Si Qin ... Minghua Ma Jian-Guang Lou Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 212 5 0 20 Apr 2025
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs Guocong Li Weize Liu Yihang Wu Ping Wang Shuaihan Huang Hongxia Xu Jian Wu KELM HILM 117 0 0 15 Apr 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search Yize Zhang Tianshu Wang Sirui Chen Kun Wang Xingyu Zeng Hongyu Lin Jia Zheng Le Sun Chaochao Lu LRM 78 0 0 15 Apr 2025
StePO-Rec: Towards Personalized Outfit Styling Assistant via Knowledge-Guided Multi-Step Reasoning Yuxi Bi Yunfan Gao Haoyu Wang 79 1 0 14 Apr 2025
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 132 0 0 09 Apr 2025
Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases Teng Lin 107 0 0 08 Apr 2025
A Survey of Pathology Foundation Model: Progress and Future Directions Conghao Xiong Hao Chen Joseph J. Y. Sung LM&MA AI4CE 173 1 0 05 Apr 2025
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models Kepu Zhang Weijie Yu Zhongxiang Sun Jun Xu AILaw ELM LRM 120 0 0 05 Apr 2025
Practical Poisoning Attacks against Retrieval-Augmented Generation Baolei Zhang Yuxiao Chen Minghong Fang Zhuqing Liu Lihai Nie Tong Li Zheli Liu SILM AAML 109 1 0 04 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Torsten Hoefler Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 523 0 0 03 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 113 1 0 02 Apr 2025
Building Knowledge from Interactions: An LLM-Based Architecture for Adaptive Tutoring and Social Reasoning Luca Garello Giulia Belgiovine Gabriele Russo F. Rea A. Sciutti 82 0 0 02 Apr 2025
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems Y. Yang Huacan Chai Shuai Shao Yangqiu Song Siyuan Qi Renting Rui Weinan Zhang AIFin 124 6 0 01 Apr 2025
Context-Aware Human Behavior Prediction Using Multimodal Large Language Models: Challenges and Insights Yuchen Liu Lino Lerch Luigi Palmieri Andrey Rudenko Sebastian Koch Timo Ropinski Marco Aiello 105 0 0 01 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 135 0 0 01 Apr 2025
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation Xiaofan Zhou Liangjie Huang Pinyang Cheng Wenpen Yin Rui Zhang Wenrui Hao Lu Cheng 67 0 0 01 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Yubo Wang Xueguang Ma Ping Nie Huaye Zeng Zhiheng Lyu Yize Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 125 0 0 01 Apr 2025
Efficient Inference for Large Reasoning Models: A Survey Yi Liu Jiaying Wu Yufei He Hongcheng Gao Hongyu Chen Baolong Bi Jiaheng Zhang Zhiqi Huang Bryan Hooi Bryan Hooi LLMAG LRM 172 17 0 29 Mar 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 128 1 0 28 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 220 4 0 27 Mar 2025
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack Cheng Wang Yiwei Wang Yujun Cai Bryan Hooi AAML 77 1 0 27 Mar 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Yunhai Hu Yilun Zhao Chen Zhao Arman Cohan ReLM LRM 132 1 0 26 Mar 2025
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning M. Ben-Chen Tianpeng Li Haoze Sun Yijie Zhou Chenzheng Zhu ... Xin Wu Haofen Wang Jeff Z. Pan Wen Zhang Ningyu Zhang ReLM OffRL AI4TS LRM 156 23 0 25 Mar 2025
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 176 11 0 25 Mar 2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models Zahra Khalila Arbi Haza Nasution Winda Monika Aytug Onan Yohei Murakami Yasir Bin Ismail Radi Noor Mohammad Osmani RALM 122 1 0 20 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 148 0 0 18 Mar 2025