Title
Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Yifan Wang Kenneth P. Birman 81 0 0 27 May 2025
Large Language Models' Reasoning Stalls: An Investigation into the Capabilities of Frontier Models Lachlan McGinness Peter Baumgartner ReLM LRM ELM 64 0 0 26 May 2025
LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach Haoran Xin Ying Sun Chao Wang Weijia Zhang Hui Xiong 80 0 0 26 May 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Zheng Chu H. Fan Jingchang Chen Qianyu Wang M. Yang ... Zhongjie Wang Hao Li Guo Tang Ming Liu Bing Qin ReLM LRM 79 0 0 25 May 2025
BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Xun Gong Anqi Lv Zhiming Wang Huijia Zhu Y. Qian 48 0 0 25 May 2025
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis Yi Jiang Sendong Zhao Jianbo Li Haochun Wang Bing Qin RALM 177 0 0 24 May 2025
Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support H. Wu Hongxin Zhang Wei Chen Jiazhi Xia 38 0 0 24 May 2025
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs Ziyu Ge Yuhao Wu Daniel Wai Kit Chin Roy Ka-Wei Lee Rui Cao RALM HILM 71 0 0 23 May 2025
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs Sharad Duwal Mir Nafis Sharear Shopnil Abhishek Tyagi Adiba Mahbub Proma 174 0 0 23 May 2025
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering Yash Kumar Atri Thomas H Shin Thomas Hartvigsen 43 1 0 22 May 2025
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Martin Böckling Heiko Paulheim Andreea Iana RALM 86 0 0 22 May 2025
LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 189 0 0 22 May 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis Shuang Sun Huatong Song Yuhao Wang Ruiyang Ren Jinhao Jiang ... Wayne Xin Zhao Zheng Liu Lei Fang Zhongyuan Wang Ji-Rong Wen LRM 61 4 0 22 May 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation Jinyu Guo Xunlei Chen Qiyang Xia Zhaokun Wang Jie Ou Libo Qin Shunyu Yao Wenhong Tian 151 0 0 22 May 2025
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Yunjia Xi Jianghao Lin Menghui Zhu Yongzhao Xiao Zhuoying Ou ... Weiwen Liu Yasheng Wang Ruiming Tang Weinan Zhang Yong Yu 94 1 0 21 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 154 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 78 2 0 19 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 69 0 0 19 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 54 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 137 0 0 16 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 96 1 0 14 May 2025
Securing RAG: A Risk Assessment and Mitigation Framework Lukas Ammann Sara Ott Christoph R. Landolt Marco P. Lehmann SILM 75 1 0 13 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong Jiahao Yu Junzheng Shi SILM 111 1 0 10 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 112 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 121 0 0 30 Apr 2025
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 181 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 138 4 0 25 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 149 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 391 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 158 5 0 20 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 60 0 0 15 Apr 2025
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning Hang Ni Fan Liu Xinyu Ma Lixin Su Shuaiqiang Wang Dawei Yin Hui Xiong Hao Liu LLMAG AI4TS 110 0 0 11 Apr 2025
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 113 0 0 09 Apr 2025
Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases Teng Lin 68 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 115 0 0 05 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 475 0 0 03 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 98 0 0 01 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 115 0 0 01 Apr 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 98 1 0 28 Mar 2025
Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models Siyuan Guo Huiwu Liu Xiaolong Chen Yuming Xie Liang Zhang Tao Han Hechang Chen Yi Chang Jun Wang 239 0 0 26 Mar 2025
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 159 6 0 25 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 143 20 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 108 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 116 0 0 18 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 107 3 0 15 Mar 2025
What's In Your Field? Mapping Scientific Research with Knowledge Graphs and Large Language Models Abhipsha Das Nicholas Lourie Siavash Golkar Mariel Pettee 157 0 0 12 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan O. Arik Dong Wang Hamed Zamani Jiawei Han RALM ReLM KELM OffRL AI4TS LRM 191 104 0 12 Mar 2025
KNighter: Transforming Static Analysis with LLM-Synthesized Checkers Chenyuan Yang Zijie Zhao Zichen Xie Haoyu Li Lingming Zhang 92 1 0 12 Mar 2025
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving Yao Cheng Yibo Zhao Jiapeng Zhu Yunxing Liu Xingwu Sun Xiang Li RALM ReLM 97 0 0 09 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yongqian Li LM&Ro LM&MA 218 3 0 07 Mar 2025