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.

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  1. Better Together: Complementary Query Rewriting Under a Strong RAG Baseline

    Sep 4, 2026Sara Shanian, Xiaoqin Yi, Pavlo Ruban +1Retrieval-Augmented GenerationAdaptive RAG

    ServiceNow

  2. Compression Beyond the Uncompressed: A Two-Stage Training Recipe for Soft Context Compression in RAG

    Sep 4, 2026Shuyu Guo, Shuo Zhang, Zhaochun RenRetrieval-Augmented GenerationLLM Inference Acceleration

    Shandong University Qingdao, China · Bloomberg London, United Kingdom · Leiden University Leiden, The Netherlands

  3. STAIR (STructure Aware Information Retriever): A novel dataset and LLM based retriever for document structure augmentation

    Sep 3, 2026Vineet Kumar, Meghanadh Pulivarthi, vishwajeet kumar +3Retrieval-Augmented GenerationGenerative Retrieval

    IBM

  4. When Retrieval Helps: Selective Retrieval for Single-Turn Mental-Health QA

    Sep 3, 2026Hyunseo Oh, Chong-Kwon Kim, Yoonhyuk ChoiRetrieval-Augmented GenerationMental Health Counseling

    Sookmyung Women’s University · Korea Institute of Energy Technology

  5. Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents

    Sep 2, 2026Vasileios Rizeakos, Georgios Paisios, Alexandros Machairas +2Hardware-Aware NASEdge Computing

    AI lab of enakronIC PC · Aspasias 72, 15561, Cholargos, Greece · Electrical & Computer Engineering +2

  6. Incremental Pooled LLM Evaluation for Cost-Effective Retrieval Model Selection

    Sep 2, 2026Max Nelson, Hanoz Bhathena, Aviral Joshi +1IR EvaluationLLM-as-a-Judge

    JPMorganChase

  7. DKL: Decoupled Knowledge Learning for Instruction-Tuned Language Models

    Sep 2, 2026Kushagra Bhushan, Meghanadh Pulivarthi, Sai Krishna Reddy Sathi +7Knowledge Augmentation for Language ModelsRetrieval-Augmented Generation

    1IBM · 2Indian Institute of Technology, Madras

  8. ViSAR: Training-Free Adaptive-kk Retrieval for Visual Document Question Answering

    Sep 2, 2026Adrien Mialland, Marc Plantevit, Julien Gallois +1Adaptive RetrievalVisual Document Retrieval

    INSA Lyon, CNRS, LIRIS UMR 5205, F-69621 Villeurbanne, France · EPITA Research Laboratory (LRE), FR-94276, Le Kremlin-Bicêtre, France · Lowit, FR-69003 Lyon, France

  9. Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation

    Sep 2, 2026Egecan Çelik Evgin, İlknur Karadeniz, Olcay Taner YıldızText SummarizationRetrieval-Augmented Generation

    Department of Artificial Intelligence and Data Engineering, Özye˘gin University, Türkiye · Department of Computer Engineering, Galatasaray University, Türkiye · Department of Computer Science, Özye˘gin University, Türkiye

  10. Cite or Decline: A Strict Course-Grounded Chatbot for STEM Lecture Videos

    Sep 1, 2026S M Masrur Ahmed, Jaspal SubhlokRetrieval-Augmented GenerationQuestion Answering

    University of Houston

  11. Adaptive Critical Token-Aware Retrieval for Repository-Level Code Generation

    Sep 1, 2026Kefeng Duan, Dewu Zheng, Yanlin Wang +8Retrieval-Augmented GenerationAdaptive RAG

    Sun Yat-sen University, Guangzhou 510006, P.R. China · Huawei Cloud Computing Technologies Co., Ltd.

  12. SCoNE: Selective Context-aware Neuron Editing for Robust Retrieval-Augmented Generation

    Sep 1, 2026Chaewon Kim, Seo Yeon ParkRetrieval-Augmented GenerationRetrieval Robustness

    Hanyang University

  13. ExpArt-KG: Artwork Image Description Generation through Iterative Exploration of Knowledge Graphs

    Sep 1, 2026Yuta Kato, Shintaro Ozaki, Kazuki Hayashi +4Retrieval-Augmented GenerationImage Captioning

    The University of Tokyo · Nara Institute of Science and Technology (NAIST)

  14. Feedback-Assisted Trust Propagation over Document Relation Graphs for Retrieval-Augmented Generation

    Sep 1, 2026Zhuoheng Li, Ying ChenRetrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    College of Information Sciences and Technology, The Pennsylvania State University

  15. SpecMind: Enabling Spectrum Intelligence via Multi-Agent Hybrid Retrieval-Augmented Generation

    Aug 31, 2026Songwei Dong, Bingyan Lu, Makayla Kienlen +2Retrieval-Augmented GenerationWireless Communications

    Department of Electrical and Computer Engineering, University of Virginia · Department of Electrical Engineering, University of Notre Dame · Baskin School of Engineering, University of California, Santa Cruz

  16. Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation

    Aug 31, 2026Riya Ahuja, Tim Kacprowski, Roya Shiasi SardoabiRelation ExtractionDocument Chunking

    Institute of Data Science in Biomedicine, TU Braunschweig, Braunschweig, Germany · Braunschweig Integrated Centre of Systems Biology, TU Braunschweig, Braunschweig, Germany

  17. Generative artificial intelligence for reliable mechanistic reasoning for corrosion

    Aug 31, 2026Bharath M N, R K Singh Raman, Alankar AlankarRetrieval-Augmented GenerationCausal Reasoning in Language Models

    Department of Mechanical Engineering, Indian Institute of Technology Bombay, Mumbai, Maharashtra, 400076, India · Department of Mechanical and Aerospace Engineering, Monash University, Clayton 3800, Victoria, Australia · IITB-Monash Research Academy, Mumbai, Maharashtra, 400076, India +1

  18. SearchWiki: Learning to Build and Navigate Knowledge Wikis for Active Information Seeking

    Aug 30, 2026Guransh Singh, Vishwajeet Kumar, Arkadeep Acharya +3Retrieval-Augmented GenerationAgentic Retrieval

    Birla Institute of Technology, Mesra · IBM

  19. PAGE-RAG: Provenance-Aware Graph Evidence Promotion for Fixed-Budget Multi-hop Retrieval-Augmented Generation

    Aug 30, 2026Haokun Deng, Xunkai Li, Hongchao Qin +1Multi-Hop QARetrieval-Augmented Generation

    Department of Computer Science, Beijing Institute of Technology

  20. AgenticRag-R1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing

    Aug 30, 2026Xinke Jiang, Yue Fang, Zhibang Yang +12Retrieval-Augmented GenerationAgentic RAG

    National Engineering Research Center of Software Engineering, Peking University, Beijing, China · School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +3

  21. A Storage-Retrieval Gap in Parametric Knowledge Graph Memory

    Aug 26, 2026Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov +1Knowledge Graph Question AnsweringRetrieval-Augmented Generation

    Bosch Center for Artificial Intelligence, Robert-Bosch-Campus 1, 71272 Renningen, Germany · LMU Munich, Institute for Informatics, Oettingenstraße 67, 80538 Munich, Germany · University of Oslo, Department of Informatics, Gaustadalléen 23 B, 0373 Oslo, Norway +1

  22. Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction

    Aug 26, 2026Azrin SultanaRetrieval-Augmented GenerationLLM-Assisted Annotation

    Department of Computer Science, American International University-Bangladesh, 408/1, Kuratoli, Khilkhet, 1229, Dhaka, Bangladesh.

  23. Query Expansion Should Be Coordinated: Dense Expands, Sparse Anchors

    Aug 16, 2026Chunran ZhangRetrieval-Augmented GenerationRAG Evaluation

    School of Computing and Artificial Intelligence Southwest Jiaotong University Chengdu, China

  24. Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings

    Aug 13, 2026Mirko Tritella, Riccardo Pozzi, Matteo PalmonariRetrieval-Augmented GenerationPolitical Discourse Analysis

    University of Milano-Bicocca, Milan, Italy

  25. Better Decomposition, Free Aggregation: A Synthesizer-Folding Framework for Multilingual Multi-Hop Question Answering

    Aug 13, 2026Yilin Wang, Yuchun Fan, Weidong Bao +5Multi-Hop QARetrieval-Augmented Generation

    School of Computer Science and Engineering, Northeastern University, Shenyang, China · Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming, China

  26. HybridRAG-BN: A Retrieval-Augmented Framework with Fine-Tuned Verification for Bangla KBQA

    Aug 13, 2026Rathijit Aich, Nirjhar Das, Mahfuzulhoq ChowdhuryRetrieval-Augmented GenerationLow-Resource Language Processing

    Department of Computer Science and Engineering · Chittagong University of Engineering & Technology · Chattogram, Bangladesh

  27. Privacy-Preserving RAG by Concealing Sensitive Information from External LLMs

    Aug 13, 2026Saleh Almohaimeed, Saad Almohaimeed, Mousa Jari +2Retrieval-Augmented GenerationPrivacy Leakage in Language Models

    College of Applied Computer Science, King Saud University, Riyadh, Saudi Arabia

  28. A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench

    Aug 12, 2026Praveen Reddy, Charuta Mandke, Suvrankar Datta +4Retrieval-Augmented GenerationLLM Grounding

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

    Aug 12, 2026Yuchao Wu, Junqin Li, XingCheng Liang +4Multi-Hop QARetrieval-Augmented Generation

    Zleap AI

  30. QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving

    Aug 12, 2026Yilin Liu, Rui Meng, Wangze Ni +5Retrieval-Augmented GenerationKV Caching

    Zhejiang University · Department of Statistics and Data Science, Beijing Normal-Hong Kong Baptist University · Microsoft +2