Discovering Research Areas in Dataset Applications through Knowledge Graphs and Large Language Models

被引：0
|
作者：
Gerasimov, Irina [1 ]
Mehrabian, Armin [1 ]
Kc, Binita [1 ]
Alfred, Jerome [1 ]
Mcguire, Michael P. [2 ]
机构：
[1] ADNET Systems, Inc, NASA Goddard Space Flight Center, Greenbelt,MD, United States
[2] Towson University, Department of Computer and Information Sciences, Towson,MD, United States
来源：
Proceedings - 2024 IEEE 20th International Conference on e-Science, e-Science 2024 | 2024年
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
NASA
引用
收藏
相关论文
共 50 条
  • [31] Building an intelligent diabetes Q&A system with knowledge graphs and large language models
    Qin, Zhenkai
    Wu, Dongze
    Zang, Zhidong
    Chen, Xiaolong
    Zhang, Hongfeng
    Wong, Cora Un In
    FRONTIERS IN PUBLIC HEALTH, 2025, 13
  • [32] Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models
    Ezzabady, Morteza Kamaladdini
    Ieng, Frederic
    Khorashadizadeh, Hanieh
    Benamara, Farah
    Groppe, Sven
    Sahri, Soror
    NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, PT I, NLDB 2024, 2024, 14762 : 455 - 469
  • [33] Implementation of Large Language Models and Agricultural Knowledge Graphs for Efficient Plant Disease Detection
    Zhao, Xinyan
    Chen, Baiyan
    Ji, Mengxue
    Wang, Xinyue
    Yan, Yuhan
    Zhang, Jinming
    Liu, Shiyingjie
    Ye, Muyang
    Lv, Chunli
    AGRICULTURE-BASEL, 2024, 14 (08):
  • [34] Large language models can better understand knowledge graphs than we thought
    Dai, Xinbang
    Hua, Yuncheng
    Wu, Tongtong
    Sheng, Yang
    Ji, Qiu
    Qi, Guilin
    KNOWLEDGE-BASED SYSTEMS, 2025, 312
  • [35] Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models
    Daniel Reales
    Rubén Manrique
    Christian Grévisse
    SN Computer Science, 5 (8)
  • [36] A Bidirectional Question-Answering System using Large Language Models and Knowledge Graphs
    Han, Lifan
    Wang, Xin
    Li, Zhao
    Zhang, Heyi
    Chen, Zirui
    WEB AND BIG DATA, APWEB-WAIM 2023 INTERNATIONAL WORKSHOPS-KGMA 2023 AND SEMIBDMA 2023, 2024, 2094 : 3 - 10
  • [37] Large Language Models on Graphs: A Comprehensive Survey
    Jin, Bowen
    Liu, Gang
    Han, Chi
    Jiang, Meng
    Ji, Heng
    Han, Jiawei
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36 (12) : 8622 - 8642
  • [38] Understanding the Dataset Practitioners Behind Large Language Models
    Qian, Crystal
    Reif, Emily
    Kahng, Minsuk
    EXTENDED ABSTRACTS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2024, 2024,
  • [39] A Chinese Dataset for Evaluating the Safeguards in Large Language Models
    Wang, Yuxia
    Zhai, Zenan
    Li, Haonan
    Han, Xudong
    Lin, Lizhi
    Zhang, Zhenxuan
    Zhao, Jingru
    Nakov, Preslav
    Baldwin, Timothy
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2024, 2024, : 3106 - 3119
  • [40] Intersectional Stereotypes in Large Language Models: Dataset and Analysis
    Ma, Weicheng
    Chiang, Brian
    Wu, Tong
    Wang, Lili
    Vosoughi, Soroush
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EMNLP 2023), 2023, : 8589 - 8597
12345