Multi-Source Retrieval-Augmented Generation

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7 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Multi-Source Retrieval-Augmented Generation.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Multi-Source Retrieval-Augmented Generation.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Multi-Source Retrieval-Augmented Generation.

51 papers

Latest in Multi-Source Retrieval-Augmented Generation

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  1. Scientific Image Quality Assessment via Multi-modal Retrieval-Augmented Generation

    Sep 17, 2026Yinuo Zhang, Bingshuo Liu, Zhiying Tu +6Image Quality AssessmentMulti-Source Retrieval-Augmented Generation

  2. Less Is More: Graph-free Multimodal RAG via Multi-signal Late Fusion

    Sep 16, 2026Tithi Rakshit, Hongkuan Zhou, Lavdim Halilaj +1Multi-Source Retrieval-Augmented GenerationGraph-Based Retrieval Augmented Generation

  3. CiteShade: Citation Laundering in Multi-Source Retrieval-Augmented Generation and Its Counterfactual Defense

    Sep 14, 2026Guo FuzhengRetrieval-Augmented Generation SystemsCitations

  4. The Universe of Universes: Benefit Yield Functions, Implosion Thresholds, and Infrastructure-Aware Optimization in Multi-LLM Systems

    Sep 14, 2026Danielle Franklin, Vasu Raj JainLarge LanguageMulti-Source Retrieval-Augmented Generation

  5. Beyond the Query: Do Retrieval Signals Improve Adaptive Multimodal RAG Routing?

    Sep 14, 2026Qiaomu Li, Qiuyuan Zhang, Nong MingMulti-Source Retrieval-Augmented GenerationReranking

  6. Bridging the Semantic-Utility Gap in Multimodal RAG via Generator-in-the-Loop Alignment

    Sep 8, 2026Zhan-Lun Chang, Dong-Jun Han, Seyyedali Hosseinalipour +2Multi-Source Retrieval-Augmented GenerationVision-Language Alignment

  7. Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation

    Aug 31, 2026Ruofan Hu, Shengyang Xu, Minjie Hong +5Multi-Source Retrieval-Augmented GenerationMultimodal Documents

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

    Aug 13, 2026Mirko Tritella, Riccardo Pozzi, Matteo PalmonariParliamentary DiscourseHievi-Rag

  9. Integrated Multimodal AI System for Retrieval-Augmented Reasoning, Object Sensing, and Damage Analysis

    Aug 9, 2026Kalelo Dukuray, Israel Pina, Evan Perez +2Multimodal Artificial IntelligenceMulti-Source Retrieval-Augmented Generation

  10. Does More Retrieved Evidence Help Visual Retrieval-Augmented Generation with Diffusion Language Models?

    Aug 7, 2026Jiankun Wang, Yisen Gao, Ziwei Zhang +3Multi-Source Retrieval-Augmented GenerationRelation-Conditioned Evidence Encoder

  11. DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation

    Jul 30, 2026Jiacheng Tao, Qingyun Sun, Haonan Yuan +2Multi-Source Retrieval-Augmented GenerationDuality

  12. DeCoRAG: Cognitive Decoupling and Semantic-Aware Cropping for Complex Document Understanding

    Jul 27, 2026Shuo Wang, Kai Zhang, Wenyuan Huang +5Multi-Source Retrieval-Augmented GenerationGraph-Based Retrieval Augmented Generation

  13. FinAbstain: Uncertainty-Calibrated Multimodal RAG for Selective Financial Forecasting

    Jul 27, 2026Dorothy Torres, Wei Cheng, Henan HuangFinance DomainMulti-Source Retrieval-Augmented Generation

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

    Jul 12, 2026Saadeldine Eletter, Owais Aijaz, Preslav NakovMulti-Source Retrieval-Augmented GenerationMultimodal Retrieval

  15. 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. MridhaMulti-Source Retrieval-Augmented GenerationKnowledge Conflicts

  16. MMAgent-R2^2: Learning to Rerank and Reject for Agentic mRAG

    Jul 8, 2026Tao Zhang, Ziqi Zhang, Zongyang Ma +7Knowledge-Based Visual Question AnsweringMulti-Source Retrieval-Augmented Generation

  17. Hierarchical Evidence-Driven Reasoning for Long Document Understanding

    Jul 6, 2026Junyu Xiong, Yonghui Wang, Rongjian Gu +4Multi-Source Retrieval-Augmented GenerationVisual Document Retrieval

  18. Modality Relevance is not Modality Utility: Post-hoc Selective Modality Escalation for Cost-Aware Multimodal RAG

    Jul 3, 2026Xue Li, Yiming GaiMulti-Source Retrieval-Augmented GenerationInput Modality

  19. Towards Developing a Multimodal Chat Assistant for University Stakeholders: RAG-based Approach

    Jul 1, 2026Md Abu Hanif Shaikh, Abdullah Al ShafiMulti-Source Retrieval-Augmented GenerationChatbots

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

    Jun 27, 2026Yi-Cheng Wang, Chu-Song ChenVisual Document RetrievalMulti-Source Retrieval-Augmented Generation

  21. MIRROR: Novelty-Constrained Memory-Guided MCTS Red-Teaming for Agentic RAG

    Jun 25, 2026Inderjeet Singh, Andrés Murillo, Motoyoshi Sekiya +2Retrieval-Augmented Generation SystemsMulti-Source Retrieval-Augmented Generation

  22. MMed-Bench-IR: A Heterogeneous Benchmark for Multilingual Medical Information Retrieval

    Jun 23, 2026Junhyeok Lee, Han Jang, Hyeonjin Goh +1Multilingual BenchmarkMulti-Source Retrieval-Augmented Generation

  23. MODE-RAG: Manifold Outlier Diagnosis and Energy-based Retrieval-Augmented Generation Evaluation

    Jun 16, 2026Zehang Wei, Jiaxin Dai, Jiamin Yan +1Multi-Source Retrieval-Augmented GenerationLarge Language Model Hallucination

  24. MAGE-RAG: Multigranular Adaptive Graph Evidence for Agentic Multimodal RAG in Long-Document QA

    Jun 14, 2026Yilong Zuo, Xunkai Li, Jing Yuan +3Multi-Source Retrieval-Augmented GenerationHievi-Rag

  25. Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

    Jun 6, 2026Jiaxin Dai, Zehang Wei, Jiamin Yan +1Multi-Source Retrieval-Augmented GenerationAgentic Video Generation

  26. TVIR: Building Deep Research Agents Towards Text-Visual Interleaved Report Generation

    Jun 1, 2026Xinkai Ma, Zhiqi Bai, Dingling Zhang +21Multi-Source Retrieval-Augmented GenerationReport

  27. TrafficRAG: A Multimodal RAG Framework for Traffic Accident Liability Determination

    Jun 1, 2026Xu Li, Zedong Fu, Xinyi Li +1AccidentsTraffic

  28. TechRAG: Evidence-Gated Multimodal Agentic RAG for Technical Literature Reasoning

    Jun 1, 2026Kanwar Bharat SinghMulti-Source Retrieval-Augmented GenerationRelation-Conditioned Evidence Encoder

  29. Evaluating Factual Density in Multi-Source RAG: A Study in Medical AI Accuracy

    May 29, 2026Michael R. DeMarcoHievi-RagMulti-Source Retrieval-Augmented Generation

  30. CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning

    May 28, 2026Xiang Fang, Wanlong Fang, Changshuo WangMulti-Source Retrieval-Augmented GenerationCross-Modal Learning

  31. Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG

    May 27, 2026Yubo Li, Rema Padman, Ramayya KrishnanMulti-Source Retrieval-Augmented GenerationMulti-Hop Question Answering Benchmarks

  32. ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering

    May 27, 2026Yikai Zhu, Kunfeng Chen, Qihuang Zhong +2Multi-Source Retrieval-Augmented GenerationMulti-Hop Reasoning

  33. MARQUIS: A Three-Stage Pipeline for Video Retrieval-Augmented Generation

    May 17, 2026Debashish Chakraborty, Dengjia Zhang, Jialiang Jin +7Multi-Source Retrieval-Augmented GenerationRetrieval Recall

  34. From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG

    May 14, 2026Guanhua Chen, Chuyue Huang, Yutong Yao +4Multi-Source Retrieval-Augmented GenerationMultimodal Benchmarks

  35. Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation

    May 13, 2026Weiqing Luo, Zongye Hu, Xiao Wang +3Multi-Source Retrieval-Augmented GenerationVisual Evidence

  36. Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation

    May 11, 2026Peiru Yang, Haoran Zheng, Tong Ju +6Multi-Source Retrieval-Augmented GenerationMultimodal Clinical Data

  37. From Clouds to Hallucinations: Atmospheric Retrieval Hijacking in Remote Sensing Vision-Language RAG

    May 8, 2026Jiaju Han, Chao Li, Chengyin Hu +8Remote SensingMulti-Source Retrieval-Augmented Generation

  38. The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation

    May 7, 2026Hoin Jung, Xiaoqian WangMulti-Source Retrieval-Augmented GenerationMulti-Modal Large Language Models

  39. Career-Aware Resume Tailoring via Multi-Source Retrieval-Augmented Generation with Provenance Tracking: A Case Study

    May 6, 2026Kumar AbhinavMulti-Source Retrieval-Augmented GenerationCase Study

  40. Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation

    May 2, 2026Peiyang Liu, Ziqiang Cui, Xi Wang +2Multi-Source Retrieval-Augmented GenerationKnowledge-Based Visual Question Answering

  41. Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering

    Apr 30, 2026Xupeng Chen, Binbin Shi, Chenqian Le +5Multi-Source Retrieval-Augmented GenerationMedical Visual Question Answering

  42. Decoupling Knowledge and Task Subspaces for Composable Parametric Retrieval Augmented Generation

    Apr 29, 2026Weihang Su, Hanwen Zhang, Qingyao Ai +1Multi-Source Retrieval-Augmented GenerationLow-Rank Adaptation

  43. 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

  44. Identity-Decoupled Anonymization for Visual Evidence in Multi-modal Retrieval-Augmented Generation

    Apr 26, 2026Zehua Cheng, Wei Dai, Jiahao SunMulti-Source Retrieval-Augmented GenerationAnonymization

  45. AeroRAG: Structured Multimodal Retrieval-Augmented LLM for Fine-Grained Aerial Visual Reasoning

    Apr 20, 2026Junxiao Xue, Quan Deng, Tingqi Hu +4Knowledge-Based Visual Question AnsweringMulti-Source Retrieval-Augmented Generation

  46. KIRA: Knowledge-Intensive Image Retrieval and Reasoning Architecture for Specialized Visual Domains

    Apr 18, 2026Parthaw Goswami, Jaynto Goswami DeepMulti-Source Retrieval-Augmented GenerationComposed Image Retrieval

  47. LFRAG: Layout-oriented Fine-grained Retrieval-Augmented Generation on Multimodal Document Understanding

    Apr 18, 2026Yifan Zhu, Yu Mi, Yue Lu +2Multi-Source Retrieval-Augmented GenerationMultimodal Documents

  48. UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards

    Apr 16, 2026Jun Wang, Shuo Tan, Zelong Sun +5Large Vision Language ModelsFine-Grained Perception

  49. MG2^2-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation

    Apr 4, 2026Sijun Dai, Qiang Huang, Xiaoxing You +1Multi-Source Retrieval-Augmented GenerationCross-Modal Learning

  50. Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision support

    Mar 23, 2026Shuying Chen, Sen Cui, Zhong CaoOphthalmologyClinical Reasoning

  51. Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation

    Oct 28, 2025Alexander Martin, William Walden, Reno Kriz +5Multi-Source Retrieval-Augmented GenerationMultimodal Learning