Title
ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning Jiawei Zhou Hang Ding Haiyun Jiang RALM 56 0 0 20 Nov 2025
RAG-Driven Data Quality Governance for Enterprise ERP Systems Sedat Bin Vedat Enes Kutay Yarkan Meftun Akarsu Recep Kaan Karaman Arda Sar Çağrı Çelikbilek Savaş Saygılı 52 0 0 18 Nov 2025
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG Bo Li Tian Tian Zhenghua Xu Hao Cheng Shikun Zhang Wei Ye 140 0 0 13 Nov 2025
Chain of Summaries: Summarization Through Iterative Questioning William Brach Lukas Galke Poech HILM 136 0 0 12 Nov 2025
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training A. Sorokin N. Buzun Alexander Anokhin Oleg Inozemcev Egor Vedernikov Petr Anokhin Mikhail Burtsev Trushkov Alexey Yin Wenshuai Evgeny Burnaev RALM 103 0 0 10 Nov 2025
Building Specialized Software-Assistant ChatBot with Graph-Based Retrieval-Augmented Generation Mohammed Hilel Yannis Karmim Jean De Bodinat Reda Sarehane Antoine Gillon 209 0 0 07 Nov 2025
BudgetMem: Learning Selective Memory Policies for Cost-Efficient Long-Context Processing in Language Models Chandra Vamsi Krishna Alla Harish Naidu Gaddam Manohar Kommi RALM 202 0 0 07 Nov 2025
DMA: Online RAG Alignment with Human Feedback Yu Bai Yukai Miao Dawei Wang Li Chen Fei Long ... Yanyu Ren Tianfeng Liu Hongtao Xie Ce Yang Xuhui Cai 90 0 0 06 Nov 2025
Rescuing the Unpoisoned: Efficient Defense against Knowledge Corruption Attacks on RAG Systems Minseok Kim Hankook Lee Hyungjoon Koo AAML SILM 129 0 0 03 Nov 2025
RAGSmith: A Framework for Finding the Optimal Composition of Retrieval-Augmented Generation Methods Across Datasets Muhammed Yusuf Kartal Suha Kagan Kose Korhan Sevinç Burak Aktas 74 0 0 03 Nov 2025
RegionRAG: Region-level Retrieval-Augumented Generation for Visually-Rich Documents Yinglu Li Zhiying Lu Zhihang Liu Chuanbin Liu Hongtao Xie VLM 98 1 0 31 Oct 2025
InfoFlow: Reinforcing Search Agent Via Reward Density Optimization Kun Luo Hongjin Qian Zheng Liu Ziyi Xia Shitao Xiao Siqi Bao Jun Zhao Kang Liu 77 0 0 30 Oct 2025
Optimizing Retrieval for RAG via Reinforced Contrastive Learning Jiawei Zhou Lei Chen 107 1 0 28 Oct 2025
Do LLMs Truly Understand When a Precedent Is Overruled? Li Zhang Jaromír Šavelka Kevin D. Ashley AILaw ELM 303 0 0 23 Oct 2025
Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG Jihwan Bang Juntae Lee Seunghan Yang Sungha Choi ReLM LRM 83 0 0 22 Oct 2025
Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search Howard Yen Ashwin Paranjape Mengzhou Xia Thejas Venkatesh Jack Hessel Danqi Chen Yuhao Zhang 88 2 0 21 Oct 2025
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM Haoyu Huang Hong Ting Tsang Jiaxin Bai Xi Peng Gong Zhang Yangqiu Song VLM 110 0 0 20 Oct 2025
Stop-RAG: Value-Based Retrieval Control for Iterative RAG Jaewan Park Solbee Cho Jay-Yoon Lee 72 0 0 16 Oct 2025
Schema for In-Context Learning Pan Chen Shaohong Chen Mark Wang Shi Xuan Leong Priscilla Fung Varinia Bernales Alán Aspuru-Guzik ReLM 105 0 0 14 Oct 2025
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation Linfeng Gao Baolong Bi Zheng Yuan Le Wang Zerui Chen Zhimin Wei Shenghua Liu Qinggang Zhang Jinsong Su RALM 152 0 0 14 Oct 2025
The Role of Parametric Injection-A Systematic Study of Parametric Retrieval-Augmented Generation Minghao Tang Shiyu Ni Jingtong Wu Zengxin Han Keping Bi 53 0 0 14 Oct 2025
LLM-Specific Utility: A New Perspective for Retrieval-Augmented Generation Hengran Zhang Keping Bi Jiafeng Guo Jiaming Zhang Shuaiqiang Wang Dawei Yin Xueqi Cheng RALM 104 0 0 13 Oct 2025
Queries Are Not Alone: Clustering Text Embeddings for Video SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Peyang Liu Xi Wang Ziqiang Cui Wei Ye 68 0 0 09 Oct 2025
STEPER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models Kyumin Lee Minjin Jeon Sanghwan Jang Hwanjo Yu KELM RALM LRM 100 0 0 09 Oct 2025
LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding Zhivar Sourati Zheng Wang Marianne Menglin Liu Yazhe Hu Mengqing Guo ... Kyu Han Tao Sheng Sujith Ravi Morteza Dehghani Dan Roth 60 0 0 08 Oct 2025
ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever Eduardo Martínez Rivera Filippo Menolascina RALM 100 0 0 06 Oct 2025
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness Lingnan Xu Chong Feng Kaiyuan Zhang Liu Zhengyong Wenqiang Xu Fanqing Meng RALM 93 0 0 05 Oct 2025
Increasing LLM response trustworthiness using voting ensembles Aparna Nair-Kanneganti Trevor J. Chan Shir Goldfinger Emily Mackay Brian Anthony Alison M. Pouch 89 0 0 05 Oct 2025
Less LLM, More Documents: Searching for Improved RAG Jingjie Ning Yibo Kong Yunfan Long Jamie Callan 94 0 0 03 Oct 2025
Training Dynamics of Parametric and In-Context Knowledge Utilization in Language Models Minsung Kim Dong-Kyum Kim Jea Kwon Nakyeong Yang Kyomin Jung Meeyoung Cha 120 1 0 29 Sep 2025
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play Ran Xu Yuchen Zhuang Zihan Dong Jonathan Wang Yue Yu Joyce C. Ho Linjun Zhang Haoyu Wang W. Shi Carl Yang RALM ReLM KELM LRM 80 2 0 29 Sep 2025
Retrieval-augmented GUI Agents with Generative Guidelines Ran Xu Kaixin Ma Wenhao Yu Hongming Zhang Joyce C. Ho Carl Yang Dong Yu 3DV VLM 68 0 0 29 Sep 2025
Large-Scale Constraint Generation - Can LLMs Parse Hundreds of Constraints? Matteo Boffa Jiaxuan You 112 0 0 28 Sep 2025
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding Seong-Woong Shim Myunsoo Kim Jae Hyeon Cho Byung-Jun Lee RALM 78 0 0 26 Sep 2025
Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning Xiangru Tang Wanghan Xu Yujie Wang Qiantai Feng Daniel Shao ... Lei Bai Z. Yin Philip Torr Hanrui Wang Di Jin LLMAG LRM 135 0 0 25 Sep 2025
MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Lihui Liu Carl J. Yang 76 0 0 24 Sep 2025
SIRAG: Towards Stable and Interpretable RAG with A Process-Supervised Multi-Agent Framework Junlin Wang Zehao Wu Shaowei Lu Yanlan Li Xinghao Huang 52 1 0 17 Sep 2025
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics Dong Liu Yanxuan Yu VLM 72 2 0 17 Sep 2025
Beyond Data Privacy: New Privacy Risks for Large Language Models Yuntao Du Zitao Li Ninghui Li Bolin Ding PILM ELM 215 0 0 16 Sep 2025
ConvergeWriter: Data-Driven Bottom-Up Article Construction Binquan Ji Jiaqi Wang Ruiting Li Xingchen Han Yiyang Qi Shichao Wang Yifei Lu Yuantao Han Feiliang Ren 100 0 0 16 Sep 2025
Metacognitive Reuse: Turning Recurring LLM Reasoning Into Concise Behaviors Aniket Didolkar Nicolas Ballas Sanjeev Arora Anirudh Goyal KELM LRM 97 4 0 16 Sep 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation via Document Information Gain-based Reranking and Filtering Zihan Wang Zihan Liang Zhou Shao Yufei Ma Huangyu Dai Ben Chen Lingtao Mao Chenyi Lei Yuqing Ding Han Li RALM 80 0 0 16 Sep 2025
CCF: A Context Compression Framework for Efficient Long-Sequence Language Modeling Wenhao Li Bangcheng Sun Weihao Ye Tianyi Zhang Daohai Yu Fei Chao Rongrong Ji 108 0 0 11 Sep 2025
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction FollowingNeural Information Processing Systems (NeurIPS), 2025 Minjong Yoo Jinwoo Jang Wei-Jin Park Honguk Woo 88 4 0 10 Sep 2025
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model AlignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Andrey Sakhovskiy E. Tutubalina 64 0 0 09 Sep 2025
HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Cheng Qian Hainan Zhang Yongxin Tong Hong-Wei Zheng Zhiming Zheng 56 1 0 08 Sep 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling Hao Sun Zile Qiao Bo Wang Guoxin Chen Yingyan Hou Yong Jiang Pengjun Xie Fei Huang Yan Zhang 96 0 0 07 Sep 2025
DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation Xinyu Gao Xiangtao Meng Yingkai Dong Zheng Li Shanqing Guo 44 0 0 07 Sep 2025
REFRAG: Rethinking RAG based Decoding Xiaoqiang Lin Aritra Ghosh Bryan Kian Hsiang Low Anshumali Shrivastava Vijai Mohan LLMAG 158 1 0 01 Sep 2025
Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Kaiwen Wei Jinpeng Gao Jiang Zhong Yuming Yang Fengmao Lv Zhenyang Li 82 0 0 31 Aug 2025