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. HippoSpark: An On-Demand Experience System for LLM Reasoning

    Jun 29, 2026Jingyao Liu, Danling Meng, Chen Huang +5Retrieval-Augmented GenerationMemory-Augmented Language Models

    College of Computer Science, Sichuan University · Engineering Research Center of Machine Learning and Industry Intelligence, Ministry of Education, China · College of Software Engineering, Sichuan University +3

  2. ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering

    Jun 29, 2026Heshan Fernando, Quan Xiao, Yan Xin +1Retrieval-Augmented GenerationAdaptive RAG

    1Rensselaer Polytechnic Institute, Troy, NY · 2Cornell University, New York, NY · 3Samsung Research America, Berkeley Heights, NJ

  3. MAM-AI: An On-Device Medical Retrieval-Augmented Generation System for Nurses and Midwives in Zanzibar

    Jun 28, 2026Yi RenRetrieval-Augmented GenerationOn-Device Language Model Inference

    École Polytechnique Fédérale de Lausanne, Switzerland

  4. LLM-Guided Planning for Multi-hop Reasoning over Multimodal Nuclear Regulatory Documents

    Jun 28, 2026Mingyu Jeon, Bokyeong Kim, Suwan Cho +2Retrieval-Augmented GenerationLegal Document Analysis

    1MODULABS, Seoul, Republic of Korea · 2Korea Atomic Energy Research Institute, Daejeon, Republic of Korea · University of Science & Technology, Daejeon, Republic of Korea

  5. Diagnosing and Repairing Factual Errors in RAG under Budget Constraints

    Jun 28, 2026Soroush Hashemifar, Havva Alizadeh Noughabi, Fattane Zarrinkalam +1Retrieval-Augmented GenerationLLM Reliability

    College of Engineering, University of Guelph, Guelph, ON, Canada · Cyber Science Lab, School of Computer Science, University of Guelph, Guelph, ON, Canada

  6. Covering the Unseen: Information Demand Coverage Optimization for Retrieval-Augmented Generation

    Jun 28, 2026Bingxue Zhang, Jianying Jia, Feida ZhuMulti-Hop QARetrieval-Augmented Generation

    University of Shanghai for Science and Technology, Shanghai, China · Singapore Management University, Singapore

  7. AB-RAG: Adaptive Budgeted Retrieval-Augmented Generation for Reliable Question Answering

    Jun 27, 2026Ansh KamthanRetrieval-Augmented GenerationLLM Answer Verification

    Department of Artificial Intelligence and Machine Learning Manipal University Jaipur Jaipur, India

  8. Multimodal Graph RAG for Long-range Visually Rich Document Understanding

    Jun 27, 2026Yi-Cheng Wang, Chu-Song ChenMultimodal RAGVisual Question Answering

    Department of Computer Science and Information Engineering, National Taiwan University · FinTech Center, National Taiwan University

  9. 5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness Control

    Jun 27, 2026Thien-Qua-T-Nguyen, Chi Hoang, Nguyen Tran +3Retrieval-Augmented GenerationMulti-Turn Dialogue Evaluation

    University of Information Technology, Ho Chi Minh City, Vietnam · 2Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam

  10. An Agentic AI Pipeline for Appliance-Level Energy Anomaly Detection and LLM-Driven Recommendations

    Jun 26, 2026Dihia Falouz, Aida Douaibia, Amine Bechar +3Retrieval-Augmented GenerationLLM Agent Evaluation

    Laboratoire LITAN École supérieure en Sciences et Technologies de l’Informatique et du Numérique RN 75, Amizour 06300, Bejaia, Algérie · College of Computing and Informatics University of Sharjah Sharjah, UAE · College of Engineering and Information Technology (CEIT) University of Dubai Dubai, UAE

  11. SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-Augmented Generation

    Jun 26, 2026Ruochang Li, Pengcheng Huang, Zhenghao Liu +5Retrieval-Augmented GenerationKnowledge Conflicts in Language Models

    ♡School of Computer Science and Engineering, Northeastern University, Shenyang, China · ♠Department of Computer Science and Technology, Tsinghua University, Beijing, China

  12. LCAi: Life Cycle Assessment with big data fusion and retrieval-augmented generation-assisted interpretation

    Jun 25, 2026Georgios Tsironis, Juan D. Medrano-Garcia, Gonzalo Guillen-GosalbezRetrieval-Augmented GenerationLLM Grounding

    Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, Zürich 8093, Switzerland · NCCR Catalysis, Zurich 8093, Switzerland

  13. KARLA: Knowledge-base Augmented Retrieval for Language Models

    Jun 25, 2026Francois Crespin, Fabian M. Suchanek, Nils HolzenbergerRetrieval-Augmented GenerationLLM Grounding

    IP Paris, LTCI · Télécom Paris · Institut Polytechnique de Paris, France

  14. Temporal Validity in Retrieval Memory: Eliminating Stale-Fact Errors for AI Agents over Evolving Knowledge

    Jun 25, 2026Neeraj YadavRetrieval-Augmented GenerationTemporal IR

    MemStrata.dev — Called It Inc. (Enterprise)

  15. MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation

    Jun 24, 2026Xiaochen Wang, Bao Hoang, Han Liu +2Multimodal RAGRetrieval-Augmented Generation

    The Pennsylvania State University University Park, Pennsylvania, USA · Michigan State University East Lansing, Michigan, USA · Dalian University of Technology Dalian, Liaoning, China +1

  16. Is GraphRAG Needed? From Basic RAG to Graph-/Agentic Solutions with Context Optimization

    Jun 24, 2026Long Chen, Ryan Razkenari, Yuxuan Zhou +5Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    1Generative AI Innovation Center, Amazon Web Services (AWS) · 2Cisco Systems, Inc.

  17. Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems

    Jun 24, 2026Balamurugan Palanisamy, G S S Chalapathi, Vikas Hassija +1Retrieval-Augmented GenerationPrivacy-Preserving Language Models

    Department of Electrical and Electronics Engineering Birla Institute of Technology and Science, Pilani, Pilani Campus Vidya Vihar, Pilani, Rajasthan 333031, India · Department of Computer Engineering, KIIT University Bhubaneshwar, Odisha 751024, India · Quantum Cloud Computing and Distributed Systems (qCLOUDS) Laboratory Department of Computing and Information Systems The University of Melbourne, Melbourne, Australia

  18. Hybrid-IR: Dual-Path Hybrid Retrieval with Iterative Reasoning for Complex Medical Question Answering

    Jun 24, 2026Sheng Wan, Jiahui Zhang, Zicheng Zhao +1Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, China · School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China

  19. Bridging the Post-discharge Gap: A Traceable Multi-agent Framework for Safe and Continuous Care

    Jun 24, 2026Runwei Guan, Yi Zhou, Heyi Lin +12Retrieval-Augmented GenerationMulti-Agent LLM Systems

    Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, 511453, Guangdong, China. · Distinct Healthcare, Shenzhen, 10587, Guangdong, China.

  20. To Isolate or to Score? Model-Adaptive Assessment for Cost-Efficient Multi-Agent RAG

    Jun 23, 2026Jungseob Lee, Chanjun Park, Heuiseok LimRetrieval-Augmented GenerationAdaptive Model Routing

    Korea University · Soongsil University

  21. Privacy-Preserving RAG via Multi-Agent Semantic Rewriting: Achieving Confidentiality Without Compromising Contextual Fidelity

    Jun 23, 2026Yuanhe Zhao, Tianyu Zhang, Huafei Xing +3Retrieval-Augmented GenerationPrivacy Leakage in Language Models

    School of Control and Computer Engineering, North China Electric Power University, Beijing, 102206, China · Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida, 32611, USA · NLP2CT Lab, Department of Computer and Information Science, University of Macau, Macao, 999078, Macao SAR +1

  22. RASC+: Retrieval-Constrained LLM Adjudication for Clinical Value Set Authoring

    Jun 22, 2026Sumit MukherjeeRetrieval-Augmented GenerationMedical LLMs

    Oracle Health, USA

  23. When Confidence Takes the Wrong Path: Diagnosing Retrieval-State Lock-In in RAG

    Jun 22, 2026Sahib JulkaRetrieval-Augmented GenerationRAG Evaluation

    LMU University Hospital, LMU Munich · Marchioninistr. 15, 81377 Munich

  24. Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG

    Jun 21, 2026Wei-Chieh Chou, Xuanjun Chen, Jian-Ren Lin +3Multi-Hop QARetrieval-Augmented Generation

    Dept. of Computer Science and Information Engineering, National Taiwan University · Graduate Institute of Communication Engineering, National Taiwan University · Department of Economics, National Taiwan University +2

  25. RAVEN: Agentic RAG for Automated Vulnerability Repair

    Jun 21, 2026Varun Gadey, Zijie Liu, Alexandra DmitrienkoRetrieval-Augmented GenerationAutomated Program Repair

    University of Duisburg-Essen, Germany

  26. Fixed RAG Compression Collapses Measured Reader Scaling

    Jun 20, 2026Sugam Panthi, Rabab AbdelfattahRetrieval-Augmented GenerationLLM Evaluation

    The University of Southern Mississippi

  27. Error-Aware TF-IDF Retrieval-Augmented Generation for ASR Error Correction

    Jun 19, 2026Mohammad Aref Jafari-RaddaniRetrieval-Augmented GenerationAutomatic Speech Recognition

    Department of Computer Engineering, Qom University of Technology, Qom, Iran · Asa Electronic Akhtaran, Isfahan, Iran

  28. Topic-to-Timestamp Alignment by Constrained Evidence Selection

    Jun 18, 2026Zeynep Yılbırt, Marina Litvak, Michael FärberRetrieval-Augmented GenerationTemporal IR

    TU Dresden, Germany · SpeechMind GmbH, Germany · Shamoon College of Engineering, Israel +1

  29. Train, Retrieve, or Both? A Four-Arm Head-to-Head for Correct Statutory Citation on the Ontario Residential Tenancies Act

    Jun 18, 2026Ali Asaria, Tony Salomone, Deep GandhiSupervised Fine-TuningRetrieval-Augmented Generation

    Transformer Lab

  30. When Does Streaming Tool Use Help? Characterizing Tool-Intent Stabilization in Streaming Retrieval-Augmented Generation

    Jun 18, 2026Elroy GalbraithRetrieval-Augmented GenerationInformation Retrieval

    SMG Labs