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. Evaluating RAG Reliability under Clean, Misleading, and Mixed Retrieval

    Jun 5, 2026Sevgi Yigit-SertRetrieval-Augmented GenerationKnowledge Conflicts in Language Models

    Computer Engineering Department, Ankara University, Golbasi Campus, 06830, Ankara, Turkey · Golbasi Campus, 06830, Ankara, Turkey

  2. Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG

    Jun 5, 2026Sifei Meng, Dmitry IlvovskyCross-Encoder RerankingRetrieval-Augmented Generation

    Faculty of Computer Science HSE University

  3. TA-RAG: Tone-Aware Retrieval-Augmented Generation for Peer-Support Health Communication

    Jun 5, 2026Yong-Bin Kang, Anthony McCoskerRetrieval-Augmented GenerationHealthcare

    Swinburne University of Technology · Melbourne, Victoria, Australia

  4. Evidence Graph Consistency in Retrieval-Augmented Generation: A Model-Dependent Analysis of Hallucination Detection

    Jun 4, 2026Jianru ShenRetrieval-Augmented GenerationHallucination in Language Models

    University of Montana Missoula, MT, USA

  5. Self-Augmenting Retrieval for Diffusion Language Models

    Jun 4, 2026Paul Jünger, Justin Lovelace, Linxi Zhao +2Multi-Hop QARetrieval-Augmented Generation

    Department of Computer Science, Cornell University.

  6. IA-RAG: Interval-Algebra-Driven Temporal Reasoning for Dynamic Knowledge Retrieval

    Jun 4, 2026Xiaoman Wang, Yaoze Zhang, Wenzhuo Fan +7Retrieval-Augmented GenerationTemporal IR

    East China Normal University · Shanghai Artificial Intelligence Laboratory · University of Shanghai for Science and Technology +1

  7. QCFuse: Query-Aware Cache Fusion via Compressed View for Efficient RAG Serving

    Jun 4, 2026Jianxin Yan, Wangze Ni, Zhenxin Li +8Retrieval-Augmented GenerationKV Caching

    Zhejiang University, Hangzhou, China · Ant Group, Shanghai, China · The Hong Kong Polytechnic University, Hong Kong, China +5

  8. Narrative Knowledge Weaver: Narrative-Centric Retrieval-Augmented Reasoning for Long-Form Text Understanding

    Jun 4, 2026Qiuyu Tian, Fengyi Chen, Yiding Li +9Retrieval-Augmented GenerationLong-Context QA

    Southeast University, Nanjing, China · Nanjing Normal University, Nanjing, China · ZhuiWen Technology Co., Ltd., Beijing, China +1

  9. Rethinking LoRA Memory Through the Lens of KV Cache Compression

    Jun 4, 2026Chunsheng Zuo, Liaoyaqi Wang, William Jurayj +2Retrieval-Augmented GenerationMemory-Augmented Language Models

    Johns Hopkins University

  10. MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry

    Jun 4, 2026Joey Chan, Wonbin Kweon, Ashley Shin +4Retrieval-Augmented GenerationLLM Inference

    University of Illinois Urbana-Champaign · University of California, San Diego

  11. Agent-Orchestrated Adaptive RAG: A Comparative Study on Structured and Multi-Hop Retrieval

    Jun 4, 2026Anuj Maharjan, Devinder Kaur, Richard MolyetRetrieval-Augmented GenerationAdaptive RAG

    Dept. of Electrical Engineering and Computer Science University of Toledo Toledo, OH, USA

  12. FIDES: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in RAG

    Jun 4, 2026Zhe Yu, Wenpeng Xing, Tiancheng Zhao +3Retrieval-Augmented GenerationKnowledge Conflicts in Language Models

    Binjiang Institute of Zhejiang University · Zhejiang University · Guangzhou University

  13. I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition

    Jun 3, 2026Shanhong Liu, Rui Cao, Pai Chet Ng +1Retrieval-Augmented GenerationKnowledge Augmentation for Language Models

    Singapore University of Technology and Design · Singapore Institute of Technology

  14. Archi: Agentic Operations at the CMS Experiment

    Jun 3, 2026Pietro Lugato, Luca Lavezzo, Jason Mohoney +16Retrieval-Augmented GenerationTool-Using Agents

    Massachusetts Institute of Technology, Cambridge, MA, USA · CMS Collaboration, CERN, Geneva, Switzerland · University of Wisconsin-Madison, Madison, WI, USA +3

  15. Revisiting Vul-RAG: Reproducibility and Replicability of RAG-based Vulnerability Detection with Open-Weight Models

    Jun 3, 2026Sabrina Kaniewski, Fabian Schmidt, Tobias HeerRetrieval-Augmented GenerationLLM Evaluation

    Institute for Secure Networked Systems, Esslingen University, Esslingen, Germany · Institute for Intelligent Systems, Esslingen University, Esslingen, Germany

  16. MemoryDocDataSet: A Benchmark for Joint Conversational Memory and Long Document Reasoning

    Jun 3, 2026Qiyang Xie, Jialun Wu, Xinjie He +4Conversational MemoryRetrieval-Augmented Generation

    Northeastern University · Johns Hopkins University · Columbia University +1

  17. LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding

    Jun 3, 2026Haocheng Xia, Mihir Pamnani, Hanxi Fang +2Retrieval-Augmented GenerationKV Caching

    Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign · Nexla · Amazon +1

  18. When Retrieval Doesn't Help: A Large-Scale Study of Biomedical RAG

    Jun 2, 2026Erfan Nourbakhsh, Rocky Slavin, Ke Yang +1Retrieval-Augmented GenerationLLM Grounding

    The University of Texas at San Antonio

  19. Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation

    Jun 2, 2026Yifan Jin, Qirui Ji, Bin Qin +4Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    Institute of Software, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Beijing, China +1

  20. Structures Facilitate Retrieve, Rerank, and Generate

    Jun 2, 2026Yeqin Zhang, Haomin Fu, Xujie Zhang +1Retrieval-Augmented GenerationLearning to Rank

    State Key Laboratory for Novel Software Technology, Nanjing University, China · School of Artificial Intelligence, Nanjing University, China

  21. Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection

    Jun 1, 2026Sihang Zeng, Matthew Thompson, Ruth Etzioni +1Retrieval-Augmented GenerationMedical Diagnosis

    University of Washington · Fred Hutch Cancer Center · Google

  22. RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering

    Jun 1, 2026Yuyang Li, Zihe Yan, Tobias KäferMulti-Hop QALLM Inference Efficiency

    Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany · Shanghai Jiao Tong University, Shanghai, China

  23. When Knowledge Is Not Free: Cost-Aware Evidence Selection in Retrieval-Augmented Generation

    Jun 1, 2026Mingyan Wu, Han Yang, Omer Ben-Porat +1Retrieval-Augmented GenerationEvidence Selection

    Northeastern University · Technical University of Munich · GESIS – Leibniz Institute for the Social Sciences +3

  24. Self-Conditioned Positional HNSW for Overlap-Aware Retrieval in Chunked-Document RAG Systems: Method and Industrial Evidence-Quality Audit

    Jun 1, 2026Nataraj Agaram Sundar, Tejas MorabiaDocument ChunkingRetrieval-Augmented Generation

    eBay Inc., San Jose, CA, USA

  25. Beyond Topical Similarity: Contrastive Evidence Retrieval with Interpretable Attention Alignment in RAG

    May 31, 2026Francielle Vargas, João Robiatti, Diego Alves +6Retrieval-Augmented GenerationEvidence Selection

    University of Chile · São Paulo State University · Saarland University +4

  26. Inference Cost Attacks for Retrieval-Augmented Large Language Models

    May 31, 2026Chengliang Liu, Liangbo Ning, Yujuan Ding +1Retrieval-Augmented GenerationAdversarial Attacks

    The Hong Kong Polytechnic University Hong Kong, Hong Kong

  27. Efficient RAG with Intent-Aware Retrieval and Semantics-Preserving Chunking

    May 31, 2026Fachrina Dewi Puspitasari, Chaoning Zhang, Jiaquan Zhang +6Multi-Hop QADocument Chunking

    School of Computer Science and Engineering, University of Electronic Science and Technology of China · Massachusetts General Hospital, Harvard University · Nota AI

  28. Diagnosing LLM Arbitration Behavior over Pre-evidence Epistemic States in RAG-based Fact-Checking

    May 31, 2026Yuxi Sun, Wenbo Shang, Wei Gao +2Retrieval-Augmented GenerationLLM Evaluation

    Hong Kong Baptist University · Singapore Management University

  29. ExpWeaver: LLM Agents Learn from Experience via Latent RAG

    May 31, 2026Tao Feng, Tianyang Luo, Jingjun Xu +5Retrieval-Augmented GenerationAgentic RAG

    Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, IL, USA · Meta Monetization AI, USA

  30. Chunking Methods on Retrieval-Augmented Generation - Effectiveness Evaluation Against Computational Cost and Limitations

    May 30, 2026Mateusz Śmigielski, Michał Rajkowski, Mateusz Zbrocki +5Document ChunkingRetrieval-Augmented Generation

    Department of Artificial Intelligence, Faculty of Information and Communication Technology, Wrocław University of Science and Technology, Wrocław 50-370, Poland