Retrieval-Augmented Generation

Also known as RAG

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54 papers in the last four weeks, up 10% on the four weeks before. 0.6% of all new papers.

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  1. Learning Engagement Assistant (LEA): Cross-Course Scalability and Classroom Evaluation of an Agentic AI Tutoring System

    Jul 15, 2026Teri Rumble, Javad Zarrin, P. George Lovell +1Retrieval-Augmented GenerationIntelligent Tutoring Systems

    Faculty of Design, Informatics and Business, Abertay University, Dundee, United Kingdom.

  2. Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition

    Jul 14, 2026Bruce Coburn, Jingbo Yue, Jinge Ma +3Retrieval-Augmented GenerationLarge Vision-Language Models

    Purdue University, USA

  3. QUBO-Optimized Evidence Selection for Retrieval-Augmented Question Answering with Unconventional Solvers

    Jul 14, 2026Rahul Singh, Madhav VadlamaniMulti-Hop QARetrieval-Augmented Generation

    University of California Santa Barbara · Georgia Institute of Technology

  4. Cost-Governed RAG: Unified Per-Tenant Cost Attribution Across Retrieval and Generation in Multi-Tenant LLM Systems

    Jul 13, 2026Navnit ShuklaRetrieval-Augmented GenerationCost-Aware Inference

    AI Platform Engineering Snowflake Inc. Tustin, California, USA

  5. How Temperature Shapes Ideological Discourse in Retrieval-Augmented Generation?

    Jul 13, 2026Elmira Salari, Hazem Amamou, José Victor de Souza +3Retrieval-Augmented GenerationPolitical Bias in Language Models

    Elmira Salari, Wichita State University, Wichita, KS, USA · Hazem Amamou, Institut national de la recherche scientifique, Québec, Montréal, Canada · José Victor de Souza, Institut national de la recherche scientifique, Québec, Montréal, Canada +3

  6. Enhancing LLMs through human feedback: a journey towards self-improvement

    Jul 13, 2026Tatiana Pelc, Gila Kamhi, Asaf Avrahamy +1Retrieval-Augmented GenerationHuman-in-the-Loop AI

    1Intel Corporation

  7. Trust Before Fusion: QIMG-7 and Source-Aware Resolution for Polluted Multimodal RAG

    Jul 12, 2026Saadeldine Eletter, Owais Aijaz, Preslav NakovMultimodal RAGRetrieval-Augmented Generation

    Mohamed bin Zayed University of Artificial Intelligence

  8. EvidentialRAG: Quantifying and Mitigating Information Conflict in Multi-Source Retrieval-Augmented Generation via Evidential Deep Learning

    Jul 11, 2026S M Asif Hossain, Ruksat Khan Shayoni, M. F. MridhaRetrieval-Augmented GenerationEvidential Deep Learning

    aSchool of Computing, Wichita State University, Kansas, USA · bDepartment of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh

  9. GRASP: GRanularity-Aware Search Policy for Agentic RAG

    Jul 11, 2026Varun Gandhi, Jaewook Lee, Shantanu Todmal +4Multi-Hop QARetrieval-Augmented Generation

    University of Massachusetts Amherst · Adobe Research

  10. Transforming LLMs into Efficient Cross-Encoders via Knowledge Distillation for RAG Reranking

    Jul 11, 2026Shreeya Dasa Lakshminath, Shubhan SCross-Encoder RerankingRetrieval-Augmented Generation

    Department of Computer Science and Engineering, B.M.S. College of Engineering, Bangalore, India

  11. Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation

    Jul 10, 2026Cedric Caruzzo, Donggeun Yoo, Tae Soo KimRetrieval-Augmented GenerationRAG Evaluation

    Lunit

  12. PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

    Jul 9, 2026Ying Liu, Yi Ye, Quanyu Feng +5Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    The Hong Kong Polytechnic University, Hong Kong SAR, China

  13. DynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation

    Jul 7, 2026Yaqi Wu, Xiaolei Guo, Chenyu Zhou +7Multi-Hop QARetrieval-Augmented Generation

    Shanghai Jiao Tong University · Shanghai Aircraft Manufacturing Co., Ltd. · Tongji University

  14. Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering

    Jul 7, 2026Felix Feldman, Joshua Harris, Timothy Laurence +7Retrieval-Augmented GenerationQuestion Answering

  15. Mitigating Errors in LLM-Generated Web API Invocations via Retrieval-Augmented Generation and Constrained Decoding

    Jul 7, 2026Daniel Maninger, Leon Chemnitz, Jannis Brugger +3Retrieval-Augmented GenerationConstrained Decoding

    Technische Universität Darmstadt, Darmstadt, Germany · Hessian Center for Artificial Intelligence (hessian.AI), Darmstadt, Germany · Pariton AI, Berlin, Germany +1

  16. Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation

    Jul 6, 2026Mohammed Saim Ahmed Quadri, Yunzhe Xue, Justin W. Ady +1Retrieval-Augmented GenerationLLM Hallucination Mitigation

    Department of Computer Science, New Jersey Institute of Technology Newark, NJ, USA · Department of Data Science, New Jersey Institute of Technology Newark, NJ, USA · Vascular and Endovascular Surgery, Robert Wood Johnson Hospital New Brunswick, NJ, USA

  17. Risk-Constrained Freshness-Aware Semantic Caching for Open-Web Retrieval-Augmented LLMs

    Jul 5, 2026Muhammad Mansoor, Tahir Ahmad, Yeo-Chan YoonLLM Inference EfficiencyRetrieval-Augmented Generation

    Jeju National University, Jeju, Republic of Korea

  18. Detecting Hallucinations in Retrieval-Augmented Generation through Grounding-Aware Sensitivity by Perturbation (GASP)

    Jul 5, 2026Mohamed Aly BoukeRetrieval-Augmented GenerationLLM Grounding

    Centre for Intelligent Cloud Computing, CoE for Advanced Cloud, Faculty of Information Science and Technology, Multimedia University, Jalan Ayer Keroh Lama, Bukit Beruang, 75450, Melaka, Malaysia

  19. Candidate-Constrained Retrieval-Augmented Generation for LongEval-RAG: System Design and Empirical Analysis

    Jul 4, 2026Yingdong Yang, Haijian WuRetrieval-Augmented GenerationRAG Evaluation

    CLEF 2026 Working Notes, 21 – 24 September 2026, Jena, Germany

  20. Probe, Don't Prompt: A Hidden-State Probe for Metadata Filtering in Multi-Meta-RAG

    Jul 4, 2026Mykhailo Poliakov, Nadiya ShvaiRetrieval-Augmented GenerationLLM Information Extraction

    National University of Kyiv-Mohyla Academy Kyiv, Ukraine

  21. Next-Gen Sponsored Search: Crafting the Perfect Query with Inventory-Aware RAG (InvAwr-RAG) Based GenAI

    Jul 4, 2026Md Omar Faruk Rokon, Weizhi Du, Zhaodong Wang +1Retrieval-Augmented GenerationOnline Advertising

    Walmart AdTech, Sunnyvale, CA, USA

  22. Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG

    Jul 3, 2026Haotian Zhou, Weiran Huang, Siqi Liu +3RL for Language ModelsRetrieval-Augmented Generation

    School of Computer Science, Shanghai Jiao Tong University · Ant International, Ant Group · Shanghai Innovation Institute +1

  23. Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts

    Jul 2, 2026Valentin J. J. Kreileder, Johannes Reisinger, Andreas FischerDocument ChunkingRetrieval-Augmented Generation

    Computer Science · Deggendorf Institute of Technology · Deggendorf, Germany

  24. ClinRAG-GRAPH: Clinical-prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

    Jul 1, 2026Yaofei Duan, Yuhao Huang, Tianyu Zhang +12Domain-Adversarial LearningRetrieval-Augmented Generation

    Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands · The Netherlands Cancer Institute, Amsterdam, The Netherlands · Faculty of Applied Sciences, Macao Polytechnic University, Macau, China +5

  25. Dual-Confidence Contrastive Decoding for Retrieval-Augmented Generation

    Jul 1, 2026Raymond Li, Md Tawkat Islam Khondaker, Amirhossein Abaskohi +3Retrieval-Augmented GenerationKnowledge Conflicts in Language Models

    ServiceNow Research · University of British Columbia

  26. One Retrieval to Cover Them All: Co-occurrence-Aware Knowledge Base Reorganization for Session-Level RAG

    Jun 30, 2026Shivam Ratnakar, Yixuan Zhu, Cecilia Cheng +1Retrieval-Augmented GenerationRAG Evaluation

    University of Southern California

  27. CORTEX: Token-Level Hallucination Detection in RAG via Comparative Internal Representations

    Jun 30, 2026Kazuaki Furumai, Shuichiro Haruta, Kazunori Matsumoto +1Retrieval-Augmented GenerationLLM Hallucination Detection

    KDDI Research, Inc.

  28. Regime-Aware Peer Specialization for Robust RAG under Heterogeneous Knowledge Conflicts

    Jun 29, 2026Bo Wang, Heyan Huang, Yaolin Li +5Retrieval-Augmented GenerationKnowledge Conflicts in Language Models

    School of Computer Science, Beijing Institute of Technology

  29. Little Brains, Big Feats: Exploring Compact Language Models

    Jun 29, 2026Dari Baturova, Elena Bruches, Ivan Chernov +3Retrieval-Augmented GenerationOn-Device Language Model Inference

    Siberian Neuronets LLC, Novosibirsk, Russia

  30. Know Before You Fetch: Calibrated Retrieval-Budget Allocation for Retrieval-Augmented Generation

    Jun 29, 2026Zhe Dong, Fang Qin, Manish Shah +1Retrieval-Augmented GenerationSelective Prediction

    University of Maine at Presque Isle · Stanford University · Independent Researcher