Retrieval-Augmented Generation

Also known as RAG

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50 papers in the last four weeks, up 39% on the four weeks before. 0.3% of all new papers.

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  1. CacheWeaver: Cache-Aware Evidence Ordering for Efficient Grounded RAG Inference

    Jun 18, 2026Kaizhen Tan, Rong Gu, Mingyuan LiLLM Inference EfficiencyRetrieval-Augmented Generation

    Heinz College of Information Systems and Public Policy, Carnegie Mellon University, USA

  2. Fail-RAG : A Retrieval Augmented Generation Informed Framework for Robot Failure Identification

    Jun 17, 2026Ameya Salvi, Jie HuRetrieval-Augmented GenerationRobot Failure Detection

    Hitachi America, Ltd., Michigan, U.S.A.

  3. MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval

    Jun 16, 2026Amirhossein Abaskohi, Raymond Li, Gaetano Cimino +3Retrieval-Augmented GenerationInformation Retrieval

    University of British Columbia · University of Salerno · ServiceNow Research

  4. SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

    Jun 16, 2026Amirhossein Abaskohi, Issam H. Laradji, Peter West +1Document ChunkingRetrieval-Augmented Generation

    University of British Columbia · ServiceNow Research

  5. HistoRAG: Embedding Historical Methodology in Retrieval-Augmented Generation Through Critical Technical Practice

    Jun 16, 2026Noah J. Kim-Baumann, Torsten HiltmannRetrieval-Augmented GenerationTemporal IR

    Humboldt-Universität zu Berlin

  6. Understanding the Behaviors of Environment-aware Information Retrieval

    Jun 15, 2026Ruifeng Yuan, Chaohao Yuan, David Dai +4Retrieval-Augmented GenerationReinforcement Learning

    1Fudan University · 2Alibaba DAMO Academy · 3Chinese University of Hong Kong +2

  7. SCAR: Semantic Continuity-Aware Retrieval for Efficient Context Expansion in RAG

    Jun 15, 2026Nathanaël LangloisDocument ChunkingRetrieval-Augmented Generation

    Horizon Flow

  8. SAG: SQL-Retrieval Augmented Generation with Query-Time Dynamic Hyperedges

    Jun 14, 2026Yuchao Wu, Junqin Li, XingCheng Liang +4Multi-Hop QARetrieval-Augmented Generation

    Zleap AI

  9. Retrievable Gradients: Continual Post-Training Without Cumulative Weight Drift

    Jun 14, 2026Weihang Su, Jiacheng Kang, Jingyan Xu +7Retrieval-Augmented GenerationContinual Learning for LLMs

    Department of Computer Science and Technology, Tsinghua University

  10. Ricci-Filtration: Boosting Retrieval-Augmented Generation Reranker to Query-Answer Tasks by Discrete Ricci Flow

    Jun 13, 2026Tian Qin, Wei-Min HuangRetrieval-Augmented GenerationGraph-Based Retrieval

    Math department, Lehigh University

  11. ConCise: Training-Free Conclusion-Chain State Compression for Cost-Efficient Multi-Step RAG Services

    Jun 13, 2026Kuan Yan, Zhiqing Tang, Tian Wang +1Retrieval-Augmented GenerationCost-Aware Inference

    Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China · Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China · Guangdong Key Lab of AI & Multi-Modal Data Processing, Beijing Normal-Hong Kong Baptist University, Zhuhai, China

  12. CONCORD: Asynchronous Sparse Aggregation for Device-Cloud RAG under Document Isolation

    Jun 13, 2026Xuedong Hu, Zhiqing Tang, Zhi Yao +2Retrieval-Augmented GenerationPrivacy-Preserving Language Models

    Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China · Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China · School of Artificial Intelligence, Beijing Normal University, Beijing, China +3

  13. Combining Retrieval-Augmented Text Generation with LLMs for Reading Content Recommendations

    Jun 12, 2026Sooyeon Kim, Piotr S. MaciągRetrieval-Augmented GenerationControllable Text Generation

    Institute of Computer Science, Warsaw University of Technology, Nowowiejska 15/19, 00-661 Warsaw, Poland

  14. ScoreGate: Adaptive Chunk Selection for Retrieval-Augmented Generation via Dual-Score Statistical Fusion

    Jun 12, 2026Karamvir Singh, Arvind JainRetrieval-Augmented GenerationAdaptive Retrieval

    HighLevel, Inc.

  15. Uncertainty-Aware Hybrid Retrieval for Long-Document RAG

    Jun 11, 2026Hoin Jung, Xiaoqian WangRetrieval-Augmented GenerationInformation Retrieval

    Elmore Family School of Electrical and Computer Engineering Purdue University West Lafayette, IN 47907

  16. Zero-Shot Captioning for Cultural Heritage: Automated Image Analysis of Traditional Indonesian Clothing

    Jun 11, 2026Anugrah Aidin Yotolembah, Novanto Yudistira, Gembong Edhi SetyawanRetrieval-Augmented GenerationImage Captioning

    Department of Informatics Engineering Faculty of Computer Science Brawijaya University Malang, Indonesia

  17. Multi-Field Hybrid Retrieval-Augmented Generation for Maritime Accident Root Cause Analysis

    Jun 11, 2026Seongjin Kim, Sungil KimRetrieval-Augmented GenerationHybrid Retrieval

    Department of Industrial Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea.

  18. X-MADAM-RAG: Diagnosing and Handling Chinese-English Evidence Conflict in Retrieval-Augmented Generation

    Jun 11, 2026Yongqi Kang, Yu Fu, Yong ZhaoRetrieval-Augmented GenerationLLM Information Extraction

    Sichuan University, Chengdu, China

  19. SafeLLM: Extraction as a Hallucination-Resistant Alternative to Rewriting in Safety-Critical Settings

    Jun 11, 2026Julia Ive, Felix Jozsa, Evridiki Georgaki +6Retrieval-Augmented GenerationLLM Grounding

    Institute of Health Informatics, University College London, London, UK · National Hospital for Neurology and Neurosurgery, Queen Square, London, UK · Somerset NHS Foundation Trust, UK +2

  20. uva-irlab-conv at SemEval-2026 Task 8: Multi-Turn RAG with Learned Sparse Retrieval and Listwise Reranking

    Jun 10, 2026Simon Lupart, Kidist Amde Mekonnen, Zahra Abbasiantaeb +1Retrieval-Augmented GenerationQuestion Answering

    University of Amsterdam Amsterdam, The Netherlands

  21. Substrate Asymmetry in User-Side Memory: A Diagnostic Framework

    Jun 10, 2026Youwang DengRetrieval-Augmented GenerationLLM Personalization

    EpistemicaLab — Independent Research

  22. When More Documents Hurt RAG: Mitigating Vector Search Dilution with Domain-Scoped, Model-Agnostic Retrieval

    Jun 9, 2026Nabaraj Subedi, Ahmed Abdelaty, Shivanand Venkanna SheshappanavarRetrieval-Augmented GenerationAgentic RAG

    Dept. of Electrical Engineering & Computer Science University of Wyoming, Laramie, WY 82071, USA · Dept. of Civil, Architectural Engineering & Construction Management University of Wyoming, Laramie, WY 82071, USA

  23. Trace Only What You Need: Structure-Aware On-Demand Hypergraph Memory for Long-Document Question Answering

    Jun 9, 2026Xiangjun Zai, Xingyu Tan, Chen Chen +2Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    University of New South Wales, Australia · CSIRO, Australia · University of Wollongong, Australia

  24. How Do LLMs Cite? A Mechanistic Interpretation of Attribution in Retrieval-Augmented Generation

    Jun 9, 2026Ian van Dort, Maria HeussRetrieval-Augmented GenerationLLM Interpretability

    University of Amsterdam

  25. Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite

    Jun 9, 2026Zhiyuan Cheng, Longying LaiRetrieval-Augmented GenerationAI Accelerator Inference

    School of Engineering Stanford University Stanford, CA, USA · Simon Business School University of Rochester Rochester, NY, USA

  26. Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain

    Jun 8, 2026Hudson de MartimRetrieval-Augmented GenerationLegal IR

    Federal Senate of Brazil, Brasília, Brazil

  27. AbstRAG: Learning to Abstract for Retrieval Problems

    Jun 8, 2026Lei Xu, Xin Quan, Daniel Pedronette +1Retrieval-Augmented GenerationAdaptive Retrieval

    Idiap Research Institute, Switzerland · São Paulo State University, Brazil · Department of Computer Science, University of Manchester, United Kingdom +1

  28. SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance

    Jun 8, 2026Rya Sanovar, Srikant Bharadwaj, Hritvik Taneja +1Retrieval-Augmented GenerationLLM Inference Acceleration

    Georgia Institute of Technology Atlanta, GA, USA · Microsoft Redmond, WA, USA

  29. The Injection Paradox: Brand-Level Suppression in Safety-Trained LLM Recommendations via RAG Context Injection

    Jun 8, 2026Hyunseok PaengRetrieval-Augmented GenerationAdversarial Attacks on LLMs

    Independent Researcher.

  30. TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

    Jun 7, 2026Jingyan Xu, Hong Shi, Yi Shan +4Retrieval-Augmented GenerationLLM Grounding

    DCST, Peking University · Beijing, China