Retrieval-Augmented Generation Systems

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Period ending 2026-09-21

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  1. Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition

    May 16, 2026Zeheng Wang, Bo Zhao, Yijie Zhu +6Emotion RecognitionMultimodal Reasoning

  2. DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation

    May 15, 2026Rui Chu, Bingyin Zhao, Thanh Quoc Hung Le +6Large Language Model BiasImplicit Bias

  3. Derivation Prompting: A Logic-Based Method for Improving Retrieval-Augmented Generation

    May 13, 2026Ignacio Sastre, Guillermo Moncecchi, Aiala RosáRetrieval-Augmented Generation SystemsDerivations

  4. EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records

    May 12, 2026Saeed Shurrab, Mariam Al-Omari, Dana El Samad +1Electronic Health Record Foundation ModelsElectronic Health Records

  5. CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG

    May 12, 2026Jianghan Shen, Siqi Luo, Xinyu Cheng +6Retrieval-Augmented Generation SystemsAgentic Reinforcement-Learning Framework

  6. Qwen Goes Brrr: Off-the-Shelf RAG for Ukrainian Multi-Domain Document Understanding

    May 11, 2026Anton Bazdyrev, Ivan Bashtovyi, Ivan Havlytskyi +2Multimodal DocumentsRetrieval-Augmented Generation Systems

  7. An LLM-RAG Approach for Healthy Eating Index-Informed Personalized Food Recommendations

    May 11, 2026Yibin Wang, Yanjie Yang, Grace Melo Guerrero +2Nutrient ReasoningRecipe

  8. Byte-Exact Deduplication in Retrieval-Augmented Generation: A Three-Regime Empirical Analysis Across Public Benchmarks

    May 10, 2026Sietse SchelpeSemantic DeduplicationRetrieval-Augmented Generation Systems

  9. Generating Leakage-Free Benchmarks for Robust RAG Evaluation

    May 9, 2026Jiayi Liu, Jiaxing Zhang, Bowen Jin +1Retrieval-Augmented Generation SystemsReasoning Graphs

  10. The Interference Gap: Comparing Retrieval Bounds in Human Memory and RAG Systems

    May 9, 2026Dongxin Guo, Jikun Wu, Siu-Ming YiuRetrieval-Augmented Generation SystemsCognitive Memory

  11. CDS4RAG: Cyclic Dual-Sequential Hyperparameter Optimization for RAG

    May 8, 2026Pengzhou Chen, Tao ChenRetrieval-Augmented Generation SystemsHyperparameter Optimization

  12. GRACE-RAG: Governed Retrieval Architecture for Canonical Evidence Synthesis, Enabling Lightweight Deployment in Closed-Domain Institutional Settings

    May 8, 2026Asit Desai, Aman Kumar, Prashant DevadigaHievi-RagRetrieval Layer

  13. PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption

    May 8, 2026Xue Tan, Yi Zheng, Chang Huo +7Retrieval-Augmented Generation SystemsHievi-Rag

  14. LARAG: Link-Aware Retrieval Strategy for RAG Systems in Hyperlinked Technical Documentation

    May 8, 2026Giorgia Bolognesi, Claudio Estatico, Ulderico Fugacci +3Hievi-RagRetrieval-Augmented Generation Systems

  15. LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG

    May 7, 2026Yijia Zheng, Marcel WorringRetrieval-Augmented Generation SystemsEfficient Latent Reasoning

  16. Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation

    May 7, 2026Abdelrahman Zaian, Sheethal Bhat, Mohamed Abdalkader +1Interpretable Diabetic Retinopathy GradingMedical Report Generation

  17. LeakDojo: Decoding the Leakage Threats of RAG Systems

    May 7, 2026Maosen Zhang, Jianshuo Dong, Boting Lu +4Retrieval-Augmented Generation SystemsLanguage Model Evasion Attacks

  18. Retrieval from Within: An Intrinsic Capability of Attention-Based Models

    May 7, 2026Elad Hoffer, Yochai Blau, Edan Kinderman +3Retrieval-Augmented Generation SystemsAttention-Based Models

  19. Architecture Matters: Comparing RAG Systems under Knowledge Base Poisoning

    May 7, 2026Samuel KornRetrieval-Augmented Generation SystemsAdversarial Evaluation

  20. Agentic Retrieval-Augmented Generation for Financial Document Question Answering

    May 6, 2026Yang Shu, Yingmin Liu, Zequn XieFinance DomainHievi-Rag

  21. CAR: Query-Guided Confidence-Aware Reranking for Retrieval-Augmented Generation

    May 6, 2026Zhipeng Song, Yizhi Zhou, Xiangyu Kong +6Retrieval-Augmented Generation SystemsReranking

  22. An Agent-Oriented Pluggable Experience-RAG Skill for Experience-Driven Retrieval Strategy Orchestration

    May 5, 2026Dutao Zhang, Tian LiaoAgentic RetrievalHievi-Rag

  23. SURE-RAG: Sufficiency and Uncertainty-Aware Evidence Verification for Selective Retrieval-Augmented Generation

    May 5, 2026Jingxi Qiu, Zeyu Han, Cheng HuangHievi-RagSufficient Conditions

  24. Towards Dependable Retrieval-Augmented Generation Using Factual Confidence Prediction

    May 4, 2026Florian Geissler, Francesco Carella, Laura Fieback +1Retrieval-Augmented Generation SystemsConfidence Calibration

  25. AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines

    May 3, 2026Xintan Zeng, Yongchao Liu, Yice Luo +1Retrieval-Augmented Generation SystemsHyperparameter Optimization

  26. FT-RAG: A Fine-grained Retrieval-Augmented Generation Framework for Complex Table Reasoning

    May 2, 2026Zebin Guo, Weidong Geng, Ruichen MaoHievi-RagTabular Data

  27. Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning

    May 2, 2026Sangkwon Park, Donghun Kang, Jisoo Mok +1Retrieval-Augmented Generation SystemsReranking

  28. Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation

    May 2, 2026Peiyang Liu, Qiang Yan, Ziqiang Cui +3Retrieval-Augmented Generation SystemsImplicit Bias

  29. Seeking Information with RAG-Assistants: Does Model Size Matter in Human-AI Collaborations?

    May 1, 2026Lennard C. Froma, Tom Kouwenhoven, Maaike H. T. de Boer +2Human-Ai CollaborationLarge Language Model Performance

  30. H-RAG at SemEval-2026 Task 8: Hierarchical Parent-Child Retrieval for Multi-Turn RAG Conversations

    May 1, 2026Passant Elchafei, Hossam Emam, Mohamed Alansary +2Hievi-Rag

  31. E-MIA: Exam-Style Black-Box Membership Inference Attacks against RAG Systems

    May 1, 2026Zelin Guan, Shengda Zhuo, Zeyan Li +4Membership InferenceMembership Inference Attacks

  32. Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation

    May 1, 2026Ziwen Zhao, Menglin YangHievi-RagMulti-Hop Reasoning

  33. CleanBase: Detecting Malicious Documents in RAG Knowledge Databases

    May 1, 2026Weifei Jin, Xilong Wang, Wei Zou +2Retrieval-Augmented Generation SystemsMalicious Code

  34. VLADriver-RAG: Retrieval-Augmented Vision-Language-Action Models for Autonomous Driving

    May 1, 2026Rui Zhao, Haofeng Hu, Zhenhai Gao +2Efficient Vision-Language-Action ModelsAutonomous Driving

  35. Quantifying Prior Dominance in RAG Systems

    Apr 29, 2026Barak OrRetrieval-Augmented Generation SystemsInformation Gain

  36. Query-Adaptive Semantic Chunking for Retrieval-Augmented Generation: A Dynamic Strategy with Contextual Window Expansion

    Apr 29, 2026Mudit RastogiRetrieval-Augmented Generation SystemsChunk

  37. Navigating Global AI Regulation: A Multi-Jurisdictional Retrieval-Augmented Generation System

    Apr 28, 2026Courtney Ford, Ojas Rane, Susan LeavyArtificial Intelligence GovernanceRetrieval-Augmented Generation Systems

  38. XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation

    Apr 27, 2026Zhuoling Li, Ha Linh Hong Tran Nguyen, Valeria Bladinieres +1Graph-Based Retrieval Augmented GenerationRetrieval-Augmented Generation Systems

  39. MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG

    Apr 27, 2026Xihang Wang, Zihan Wang, Chengkai Huang +2Multi-Source Retrieval-Augmented GenerationHievi-Rag

  40. Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering

    Apr 27, 2026Daria Berdyugina, Anaëlle Cohen, Yohann RioualChunkRetrieval-Augmented Generation Systems

  41. BERAG: Bayesian Ensemble Retrieval-Augmented Generation for Knowledge-based Visual Question Answering

    Apr 24, 2026Jinghong Chen, Jingbiao Mei, Guangyu Yang +1Retrieval-Augmented Generation SystemsKnowledge-Based Visual Question Answering

  42. Can QPP Choose the Right Query Variant? Evaluating Query Variant Selection for RAG Pipelines

    Apr 24, 2026Negar Arabzadeh, Andrew Drozdov, Michael Bendersky +1Hievi-RagComplex Query Answering

  43. EverydayGPT: Confidence-Gated Routing for Efficient and Safe Hybrid GPT-RAG Conversational QA

    Apr 24, 2026Jaspreet Singh NahalHievi-Rag

  44. An End-to-End Ukrainian RAG for Local Deployment. Optimized Hybrid Search and Lightweight Generation

    Apr 23, 2026Mykola Trokhymovych, Yana Oliinyk, Nazarii NyzhnykRetrieval-Augmented Generation SystemsUkrainian

  45. Adaptive Defense Orchestration for RAG: A Sentinel-Strategist Architecture against Multi-Vector Attacks

    Apr 22, 2026Pranav Pallerla, Wilson Naik Bhukya, Bharath Vemula +1Retrieval-Augmented Generation SystemsData Leakage

  46. HaS: Accelerating RAG through Homology-Aware Speculative Retrieval

    Apr 22, 2026Peng Peng, Weiwei Lin, Wentai Wu +2Retrieval-Augmented Generation SystemsLow-Latency Systems

  47. NightFeats @ MMU-RAGent NeurIPS 2025: A Context-Optimized Multi-Agent RAG System for the Text-to-Text Track

    Apr 21, 2026Quentin Fever, Naziha AslamRetrieval-Augmented Generation SystemsReranking

  48. The Structural Attention Tax: How Retrieval Format Hijacks In-Context Learning Independent of Content

    Apr 21, 2026Yuqi Zhang, Di ZhangRetrieval-Augmented Generation SystemsRdf

  49. RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora

    Apr 21, 2026Hanjun Cho, Jay-Yoon LeeInformation Retrieval MetricsRetrieval-Augmented Generation Systems

  50. MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation

    Apr 20, 2026Xingchen Xiao, Heyan Huang, Runheng Liu +1Retrieval-Augmented Generation SystemsHievi-Rag

  51. Evaluating Multi-Hop Reasoning in RAG Systems: A Comparison of LLM-Based Retriever Evaluation Strategies

    Apr 20, 2026Lorenz Brehme, Thomas Ströhle, Ruth BreuRetrieval-Augmented Generation SystemsInformation Retrieval Metrics

  52. Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation

    Apr 20, 2026Wentao Zhang, Yan Zhuang, ZhuHang Zheng +3Retrieval-Augmented Generation SystemsDenial-Of-Service Attacks

  53. A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-related Documents

    Apr 20, 2026Bao Gia Doan, Aditya Joshi, Pantelis Elinas +4Multi-Hop Question Answering BenchmarksRecent Retrieval-Augmented Generation

  54. Latent Abstraction for Retrieval-Augmented Generation

    Apr 20, 2026Ha Lan N. T, Minh-Anh Nguyen, Dung D. LeRetrieval-Augmented Generation SystemsNatural Language Queries

  55. AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning

    Apr 19, 2026Jingbo Sun, Wenyue Chong, Songjun Tu +7Retrieval-Augmented Generation SystemsSearch Depth

  56. Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation

    Apr 19, 2026Jiaang Li, Zhendong Mao, Quan Wang +2Retrieval-Augmented Generation Systems

  57. RAGognizer: Hallucination-Aware Fine-Tuning via Detection Head Integration

    Apr 17, 2026Fabian Ridder, Laurin Lessel, Malte SchillingLarge Language Model HallucinationRetrieval-Augmented Generation Systems

  58. CHOP: Chunkwise Context-Preserving Framework for RAG on Multi Documents

    Apr 17, 2026Hyunseok Park, Jihyeon Kim, Jongeun Kim +1Retrieval-Augmented Generation SystemsChunk

  59. Skill-RAG: Failure-State-Aware Retrieval Augmentation via Hidden-State Probing and Skill Routing

    Apr 17, 2026Kai Wei, Raymond Li, Xi Zhu +4Hievi-RagRetrieval-Augmented Generation Systems

  60. Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking

    Apr 17, 2026Jun Feng, Jiahui Tang, Zhicheng He +5RerankingRetrieval-Augmented Generation Systems