Enhancing Knowledge Graph Construction Using Large Language Models

8 May 2023

Papers citing "Enhancing Knowledge Graph Construction Using Large Language Models"

27 / 27 papers shown

Title
Exploring a Large Language Model for Transforming Taxonomic Data into OWL: Lessons Learned and Implications for Ontology Development Filipi Miranda Soares Antonio Mauro Saraiva Luís Ferreira Pires Luiz Olavo Bonino da Silva Santos Dilvan de Abreu Moreira Fernando Elias Corrêa Kelly Rosa Braghetto Debora Pignatari Drucker Alexandre Cláudio Botazzo Delbem 33 0 0 25 Apr 2025
AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL Yunsheng Bai Ghaith Bany Hamad Syed Suhaib Haoxing Ren 40 1 0 24 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 60 1 0 16 Mar 2025
Talking to GDELT Through Knowledge Graphs Audun Myers Max Vargas Sinan G. Aksoy C. Joslyn Benjamin Wilson Tom Grimes 70 0 0 10 Mar 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 54 0 0 09 Mar 2025
An evaluation of DeepSeek Models in Biomedical Natural Language Processing Zaifu Zhan Shuang Zhou Huixue Zhou Jiawen Deng Yu Hou Jeremy Yeung Rui Zhang ELM 56 0 0 01 Mar 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 145 348 0 20 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 67 0 0 07 Feb 2025
Semantic Web: Past, Present, and Future Ansgar Scherp Gerd Groener Petr Škoda Katja Hose Maria-Esther Vidal VLM 51 1 0 22 Dec 2024
Leveraging Large Language Models for Institutional Portfolio Management: Persona-Based Ensembles Yoshia Abe Shuhei Matsuo Ryoma Kondo Ryohei Hisano AIFin 74 0 0 29 Nov 2024
End-to-End Ontology Learning with Large Language Models Andy Lo Albert Q. Jiang Wenda Li M. Jamnik 33 1 0 31 Oct 2024
GraphAide: Advanced Graph-Assisted Query and Reasoning System Sumit Purohit George Chin Patrick S Mackey Joseph A Cottam 42 0 0 29 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 46 4 0 17 Oct 2024
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data Zili Wang Marco Balduini Federico De Santis Andrea Proia Arsenio Leo Marco Brambilla Shiming Xiang 32 2 0 03 Aug 2024
Semantic Communication Enhanced by Knowledge Graph Representation Learning Nour Hello P. Lorenzo Emilio Calvanese Strinati 54 5 0 27 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 37 9 0 30 Jun 2024
Large Language Models and Knowledge Graphs for Astronomical Entity Disambiguation Golnaz Shapurian 33 0 0 17 Jun 2024
GRAG: Graph Retrieval-Augmented Generation Yuntong Hu Zhihan Lei Zhengwu Zhang Bo Pan Chen Ling Liang Zhao 45 20 0 26 May 2024
On the Use of Large Language Models to Generate Capability Ontologies Luis Miguel Vieira da Silva Aljosha Kocher Felix Gehlhoff Alexander Fay 32 6 0 26 Apr 2024
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 42 2 0 15 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 24 37 0 12 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 28 10 0 09 Oct 2023
Benchmarking the Abilities of Large Language Models for RDF Knowledge Graph Creation and Comprehension: How Well Do LLMs Speak Turtle? Christopher P. Ley Lars-Peter Meyer Natanael Arndt Felix Brei Kirill Bulert ALM ELM 26 13 0 29 Sep 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 35 112 0 31 Jul 2023
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction S. Carta Alessandro Giuliani L. piano Alessandro Sebastian Podda Livio Pompianu Sandro Gabriele Tiddia 25 31 0 03 Jul 2023
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes Vahan Arsenyan Spartak Bughdaryan Fadi Shaya Kent Small Davit Shahnazaryan 35 10 0 29 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 387 12,150 0 04 Mar 2022