Structured RAG

RAG: Retrieval-Augmented Generation

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19 papers2 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

  1. Benchmark for Structured Retrieval-Augmented Generation in Perovskite Photovoltaics

    Oct 18, 2026Qiwei Han, Chi Zhou, Gaoxiang YuanStructured RAGRAG Evaluation

    Department of Chemistry, Duke University, Durham, NC 27708, USA · Department of Computer Science, Georgia Institute of Technology, Atlanta, GA 30332, USA · Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA

  2. RIT-RAG: Navigating Document Corpora with Retrieval-Induced Trees

    Oct 8, 2026Meghanadh Pulivarthi, Swaraj Kumar Biswal, Kushagra Bhushan +3Retrieval-Augmented GenerationStructured RAG

    IBM · IIT Kharagpur

  3. VikingRAG: Accurate and Token-efficient Retrieval-augmented Generation over Structured Documents

    Sep 10, 2026Peiyuan Gao, Gaoyuan Zhang, Haojie Qin +5Retrieval-Augmented GenerationStructured RAG

    Renmin University of China · Independent Researcher · Fudan University

  4. Noēsis: Deterministic-First Retrieval with Two-Tier Context Hydration for Factuality-Critical Queries on Small Local Models

    Sep 7, 2026Nicola CogottiRetrieval-Augmented GenerationLLM Grounding

    Alpha Cogs

  5. 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

  6. EnSI-RAG: Entity-Structure-Indexed Retrieval-Augmented Generation for Long-Document Question Answering

    Aug 21, 2026Xuanyu Meng, Jiashuo Sun, Jash Rajesh Parekh +1Document QARetrieval-Augmented Generation

    University of Illinois Urbana-Champaign Urbana, Illinois, USA

  7. 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

  8. RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

    Jul 13, 2026Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka +5RAG EvaluationKG Construction

    1ITMO University · 2Novosibirsk State University · 3Far Eastern Federal University +1

  9. SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

    Jun 16, 2026Amirhossein Abaskohi, Issam H. Laradji, Peter West +1Document ChunkingRetrieval-Augmented Generation

    University of British Columbia · ServiceNow Research

  10. 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

  11. EfficientGraph-RAG: Structured Retrieval-State Management for Cross-Task Retrieval-Augmented Generation

    May 25, 2026Miaohe Niu, Lianlei Shan, Zhengtao Yu +2Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    School of Computer Science and Engineering, Northeastern University, China · 2Tsinghua University, China · 3Kunming University of Science and Technology, China +1

  12. Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents

    May 23, 2026Kaiqiao Han, LuAn Tang, Renliang Sun +6Retrieval-Augmented GenerationStructured RAG

    UCLA · NEC Labs

  13. Transforming External Knowledge into Triplets for Enhanced Retrieval in RAG of LLMs

    Apr 14, 2026Xudong Wang, Chaoning Zhang, Qigan Sun +7Structured RAGRetrieval-Augmented Generation

    School of Computing, Kyung Hee University, Yongin-si, South Korea · School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China · School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China +2

  14. Beyond the Parameters: A Technical Survey of Contextual Enrichment in Large Language Models: From In-Context Prompting to Causal Retrieval-Augmented Generation

    Apr 3, 2026Prakhar Bansal, Shivangi AgarwalKnowledge Augmentation for Language ModelsRetrieval-Augmented Generation

  15. TopoChunker: Topology-Aware Agentic Document Chunking Framework

    Mar 19, 2026Xiaoyu LiuDocument ChunkingStructured RAG

    Independent Researcher, Beijing, China

  16. Structured Linked Data as a Memory Layer for Agent-Orchestrated Retrieval

    Mar 11, 2026Andrea Volpini, Elie Raad, Beatrice Gamba +1Structured RAGRetrieval-Augmented Generation

    WordLift, Rome, Italy

  17. TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation

    Mar 10, 2026Jiashuo Sun, Yixuan Xie, Jimeng Shi +2Structured RAGRetrieval-Augmented Generation

    University of Illinois Urbana-Champaign

  18. KohakuRAG: A simple RAG framework with hierarchical document indexing

    Mar 8, 2026Shih-Ying Yeh, Yueh-Feng Ku, Ko-Wei Huang +1Retrieval-Augmented GenerationStructured RAG

    National Tsing Hua University · Comfy Org Research · Kohaku-Lab

  19. AutoPrunedRetriever: Persistent Reasoning Graphs for Efficient and Extensible Retrieval-Augmented Generation

    Feb 4, 2026Ning Wang, Kuanyan Zhu, Daniel Yuehwoon Yee +4RAG Context CompressionRetrieval-Augmented Generation

    Cornell University · University of Cambridge · The University of Hong Kong +2