Issue 8
Sep.  2025
Turn off MathJax
Article Contents

doi: 10.19483/j.cnki.11-4653/n.2025.08.029
  • Available Online: 2025-09-19
  • Publish Date: 2025-09-12
  • loading
  • [1]
    Hu,Y.,Lei,Z.,Zhang,Z.,Pan,B.,Ling,C.,& Zhao,L.(2024).GRAG:Graph Retrieval-Augmented Generation.arXiv preprint arXiv:2405.16506.
    [2]
    Edge D,Trinh H,Cheng N,et al.From Local to Global:A Graph RAG Approach to Query-Focused Summarization[J].arXiv preprint arXiv:2404.16130,2024.
    [3]
    梁莹 . 人工智能写作与新闻采编的融合与创新 [J]. 新闻潮,2023(7):37-39,52.
    [4]
    Yunfan Gao,Yun Xiong,Xinyu Gao,Kangxiang Jia,Jinliu Pan,Yuxi Bi,Yi Dai,Jiawei Sun,Meng Wang,Haofen Wang.Retrieval-Augmented Generation for Large Language Models:A Survey[J].arXiv preprint arXiv:2312.10997v5 [cs.CL],2024.
    [5]
    D.Edge,H.Trinh,N.Cheng,J.Bradley,A.Chao,A.Mody,S.Truitt,J.Larson.From Local to Global:A Graph RAG Approach to Query-Focused Summarization [cs.CL].arXiv preprint arXiv:2404.16130v1,24 Apr 2024.
    [6]
    Dong,Y.,Wang,S.,Zheng,H.,Chen,J.,Zhang,Z.,& Wang,C.(2024).Graph-Based Retrieval-Augmented Generation for Complex Knowledge Reasoning.arXiv preprint arXiv:2411.03572.
    [7]
    黄薇,周卫,李宏杰,张涛 . 基于 BERT+BILSTM+CRF的中国非物质文化遗产知识图谱构建 [J]. 现代计算机,2023,29(24):74-78.
    [8]
    Derong Xu,Wei Chen,Wenjun Peng,Chao Zhang,Tong Xu,Xiangyu Zhao,Xian Wu,Yefeng Zheng,Yang Wang,Enhong Chen.Large Language Models for Generative Information Extraction:A Survey[J].arXiv preprint arXiv:2312.17617v2 [cs.CL],2024.
    [9]
    沈思,严大钰,卞嘉欣,何宏旭 . 基于学术知识图谱的增强语义表示与检索 [J]. 湖南大学学报(自然科学版),2024,51(6):108-118.
    [10]
    Peng,B.,et al.(2024).Graph Retrieval-Augmented Generation:A Survey.arXiv preprint arXiv:2408.08921v2.
    [11]
    Dong,Y.,et al.(2024).Graph-Based RetrievalAugmented Generation for Complex Knowledge Reasoning.arXiv preprint arXiv:2411.03572v1.
    [12]
    Min,C.,et al.(2025).Scalable GraphRAG Deployment Framework for Enterprise Environments.arXiv preprint arXiv:2507.03226v1.
    [13]
    马恒志,钱育蓉,冷洪勇,等 . 知识图谱嵌入研究进展综述 [J]. 计算机工程,2025,51(2):18-34.
    [14]
    D.Edge,H.Trinh,N.Cheng,J.Bradley,A.Chao,A.Mody,S.Truitt,J.Larson.From Local to Global:A Graph RAG Approach to Query-Focused Summarization [cs.CL].arXiv preprint arXiv:2404.16130v1,24 Apr 2024.
    [15]
    Z.Xu,M.J.Cruz,M.Guevara,T.Wang,M.Deshpande,X.Wang,Z.Li.Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering [D].arXiv preprint arXiv:2404.17723v2,2024.
    [16]
    D.Li,S.Yang,Z.Tan,J.Y.Baik,S.Yun,J.Lee,A.Chacko,B.Hou,D.Duong-Tran,Y.Ding,H.Liu,L.Shen,T.Chen.DALK:Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature [cs.CL].arXiv preprint arXiv:2405.04819v2,12 May 2024.
    [17]
    Luo,H.,E,H.,Chen,G.,Lin,Q.,Guo,Y.,Xu,F.,Kuang,Z.,Song,M.,Wu,X.,Zhu,Y.,& Tuan,L.A.(2025).Graph-R1:An Agentic GraphRAG Framework via End-to-End Reinforcement Learning.arXiv preprint arXiv:2507.21892v1.
    [18]
    Xiang,Z.,et al.(2025).When to use Graphs in RAG:A Comprehensive Analysis for Graph Retrieval-Augmented Generation.arXiv preprint arXiv:2506.05690v1.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (27) PDF downloads(6) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return