Retrieval-Augmented Generation

Also known as RAG

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49 papers in the last four weeks, up 36% on the four weeks before. 0.5% of all new papers.

Jul 13Week of Sep 28
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  1. LODESTAR: Trustworthy Entropy Is Navigated, Not Merely Measured -- Reinforced Polarizer Keeps a Frozen LLM from Being Confidently Misled by the Wrong Evidence

    Aug 12, 2026Po-Jen Ko, Che-Cheng Wu, Hung-Chun Hsu +2Retrieval-Augmented GenerationLLM Uncertainty Estimation

    1Research Center for Information Technology Innovation, Academia Sinica, Taiwan

  2. EnterpriseRAG: Benchmarking LLM Instruction Adherence and Robustness under Non-Ideal Enterprise Retrieval

    Aug 12, 2026Huiqi Miao, Xinbao Sun, Bo Wang +6Retrieval-Augmented GenerationInstruction Following

    Jiutian Research, China Mobile, Beijing, China

  3. Self-Knowledge Retrieval Augmented Generation Framework for Patent Matching

    Aug 11, 2026Jian Zhang, Songlin Lei, Zhuohao Yang +6Retrieval-Augmented GenerationInformation Retrieval

    School of Computer Science and Technology, Zhejiang University, Hangzhou, China · ZJU-UIUC Institute, Zhejiang University, Haining, China · Shaoxing K3i Technology Co. Ltd +1

  4. TRACE: Trustworthy Retrieval-Augmented Conversational Engine

    Aug 10, 2026Touseef Hasan, Laila Cure, Souvika SarkarRetrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    Wichita State University, Wichita, KS, USA

  5. AkasicDB: Demonstrating Omni RAG with a Unified Vector-Graph-Relational DBMS

    Aug 10, 2026Geonho Lee, Jeongho Park, Donghyoung Han +1Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    KAIST Daejeon, Republic of Korea · GraphAI Daejeon, Republic of Korea

  6. Mind the Hook: Source-Level Auditing of Privacy Defenses in Retrieval-Augmented Generation

    Aug 10, 2026Yanhang Li, Zhichao Fan, Zexin ZhuangRetrieval-Augmented GenerationRAG Security

    Northeastern University · University of Illinois Urbana-Champaign · Southern Methodist University

  7. What Would Fix This RAG Failure? Auditing Counterfactual Response with Paired Evidence Interventions

    Aug 9, 2026Wenzhang DuRetrieval-Augmented GenerationCounterfactual Reasoning in Language Models

    Independent Researcher China

  8. Integrated Multimodal AI System for Retrieval-Augmented Reasoning, Object Sensing, and Damage Analysis

    Aug 9, 2026Kalelo Dukuray, Israel Pina, Evan Perez +2Retrieval-Augmented GenerationDisaster Damage Assessment

    Dept. of Computer Science, City College of New York, New York, NY 10031, USA · Air Force Research Lab, Rome, NY 13441, USA

  9. Theory-Guided Deception Detection: A RAG-Based Artificial Intelligence Exploration

    Aug 9, 2026David M. Markowitz, Timothy R. LevineRetrieval-Augmented GenerationDeception in Language Models

    Department of Communication, Michigan State University, East Lansing, MI 48824 · Department of Communication, University of Oklahoma, Norman, OK 73019

  10. RAG-Based Auto-Configuration for Industrial Fieldbus Devices

    Aug 9, 2026Aadil Gani Ganie, Saad Ezzini, Naveed Farooz MaraziRetrieval-Augmented Generation

    Interdisciplinary Research Center for Intelligent Manufacturing and Robotics (IRC-IMR), KFUPM, Saudi Arabia · Department of Information and Computer Science, KFUPM, Saudi Arabia · Interdisciplinary Research Center for Smart Mobility and Logistics, KFUPM, Saudi Arabia

  11. TRACE-Memory: Public-Conditioned Retrieval and Utility-Aware Evidence Admission for Personalized Generation

    Aug 9, 2026Jing Wang, Zhu Wang, Yifan Guo +2Retrieval-Augmented GenerationLLM Personalization

    Northwest Polytechnical University

  12. Forgotten History or Test-of-Time? Retrospect and Prospect on RAG from an IR Perspective

    Aug 9, 2026Xiaoyan Zhao, Yujie Cai, Yang Zhang +2Retrieval-Augmented GenerationQuestion Answering

    National University of Singapore · Georgetown University

  13. SAGE: SLO-Aware Adaptive Retrieval for Production RAG Systems

    Aug 8, 2026Muhammad Faizan Raza, Shuo, Yang +1Retrieval-Augmented GenerationAdaptive RAG

    Luna · Engineering Pennsylvania State University Great Valley Malvern, PA, USA · Business Division Pennsylvania State University Brandywine Media, PA, USA

  14. EvoTrustRAG: Evolution-Aware Conflict Attribution and Evidence Handling for Reliable Retrieval-Augmented Generation

    Aug 8, 2026Xi Nie, Hongwei Li, Shenghao Wu +3Retrieval-Augmented GenerationKnowledge Conflicts in Language Models

    School of Computer Science and Engineering, University of Electronic Science and Technology of China · Institute of Information Engineering, Chinese Academy of Sciences

  15. CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG

    Aug 7, 2026Gyuwan Kim, Cheoneum Park, Tao YangLong-Context RetrievalRetrieval-Augmented Generation

    University of California, Santa Barbara · Hanbat National University

  16. Does More Retrieved Evidence Help Visual Retrieval-Augmented Generation with Diffusion Language Models?

    Aug 7, 2026Jiankun Wang, Yisen Gao, Ziwei Zhang +3Multimodal RAGVisual Question Answering

    School of Computer Science and Engineering, Beihang University · Department of Computer Science and Engineering, The Hong Kong University of Science and Technology · School of Computer Science and Engineering, Guangxi Normal University +2

  17. TA-RAG: Tone Awareness as a Design Imperative for Retrieval-Augmented Generation

    Aug 7, 2026Yong-Bin Kang, Anthony McCoskerRetrieval-Augmented GenerationRAG Evaluation

    Department of Media and Communication, Swinburne University of Technology, Melbourne, Victoria, Australia.

  18. Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

    Aug 6, 2026Sagar Tamang, Ayush Vyas, Tabarakul HazarikaLong-Context RetrievalRetrieval-Augmented Generation

    1Indian Institute of Technology Patna, Bihta, India · 2TwoSpoon, India.

  19. NeSy-RAG: Neuro-Symbolic RAG for Explainable Question Answering

    Aug 6, 2026Jonas Gann, Michael GertzRetrieval-Augmented GenerationQuestion Answering

    Data Science Group, Heidelberg University, Germany

  20. TS-RAG: Retrieval Augmented Generation for Time Series Forecasting

    Aug 6, 2026Yixiong Xiao, Congxi Xiao, Jingbo ZhouRetrieval-Augmented GenerationTime Series Forecasting

    Baidu, Inc. Beijing, China

  21. Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains

    Aug 5, 2026Ayoub Kirouane, Christos PetrocheilosRetrieval-Augmented GenerationLLM Grounding

    Sophea AI, KIEFER SA, Athens, Greece

  22. A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing

    Aug 5, 2026Zhuohang Jiang, Yuxin Chen, Yongsen Pan +6Retrieval-Augmented GenerationRecommender Systems

    The Hong Kong Polytechnic University Hong Kong SAR, China · Kuaishou Technology Beijing, China · Southwest Jiaotong University Chengdu, SiChuan, China

  23. D2^2F-ReAG: Dynamic Decomposition and Filtering for Multi-Hop Reasoning-Augmented Generation

    Aug 5, 2026Jiaoyang Li, Junhao Ruan, Shengwei Tang +4Multi-Hop QARetrieval-Augmented Generation

    Northeastern University, Shenyang, China · Kunming University of Science and Technology, Kunming, China · NiuTrans Research, Shenyang, China

  24. Eliciting Intrinsic Hallucinations in LLMs via Semantically Equivalent Adversarial Attacks

    Aug 4, 2026Atri Vivek Sharma, Brian Formento, Alessio LomuscioRetrieval-Augmented GenerationAdversarial Attacks

    Imperial College London · Safe Intelligence

  25. DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction

    Aug 4, 2026Xuyang Liu, Yibin Han, Zhenwei Zhang +8Retrieval-Augmented GenerationLLM Agent Evaluation

    KLISS, BNRist, School of Software, Tsinghua University, Beijing, China · CRRC Corporation Limited, Beijing, China

  26. RAG-Stack: Co-Optimizing RAG Serving Performance and Quality

    Aug 4, 2026Haiqiang Zhang, Yuanqing Lei, Wanting Li +2Retrieval-Augmented GenerationLLM Serving

    ETH Zurich · Columbia University · National University of Singapore

  27. Lightweight Chunk Selection for Mobile Retrieval-Augmented Generation

    Aug 4, 2026Sicong Chang, Yidan Shen, Wen Yu +3Retrieval-Augmented GenerationEfficient Language Model Inference

  28. Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection

    Aug 3, 2026Anusha Madan Gopal, Aras Pirbadian, Kristofor D. Carlson +2Retrieval-Augmented GenerationOn-Device Language Model Inference

    BrainChip Inc. 23041 Avenida de la Carlota, Laguna Hills, CA

  29. CTRAG: An In-Context Retrieval-based Framework for Automated Compliance Checking using LLMs

    Aug 3, 2026Muhammad Roman, Karen Rafferty, Barry DevereuxRetrieval-Augmented Generation

    Bristol Research and Innovation Laboratory (BRIL), Toshiba Europe Ltd., Bristol, United Kingdom · Queen’s University Belfast, United Kingdom

  30. An Evidence-Grounded Retrieval-Augmented Transformer Framework for Health Misinformation Verification

    Aug 3, 2026Isah M. Bukar, Bala Mairiga Abduljalil, Bashir Saleh Maina +1Retrieval-Augmented GenerationFake News Detection

    Department of Computer Science, Yobe State University, Damaturu, Nigeria · Yobe AI Research Laboratory (YAIR Lab), Yobe State University, Damaturu, Nigeria · Center for AI & Big Data, Novosibirsk State University, Novosibirsk, Russian Federation +1