Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction

Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction

3 July 2023

Alessandro Giuliani

Alessandro Sebastian Podda

Sandro Gabriele Tiddia

Papers citing "Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction"

17 / 17 papers shown

Title
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information A. Loreti K. Chen R. George R. Firth A. Agnello S. Tanaka 38 0 0 10 Apr 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 52 0 0 16 Mar 2025
Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT Shaoshuai Du Yiyi Tao Yixian Shen Hang Zhang Yanxin Shen Xinyu Qiu Chuanqi Shi 52 5 0 08 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 63 0 0 07 Feb 2025
Hidden Entity Detection from GitHub Leveraging Large Language Models Lu Gan Martin Blum Danilo Dessi Brigitte Mathiak Ralf Schenkel Stefan Dietze 35 1 0 08 Jan 2025
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation Mohammad Sadeq Abolhasani Rong Pan 54 0 0 30 Nov 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang Cheng Chen Conghui He Yang Li Jiawei Jiang W. Zhang 81 1 0 26 Nov 2024
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models Yassir Lairgi Ludovic Moncla Rémy Cazabet Khalid Benabdeslem Pierre Cléau 40 2 0 05 Sep 2024
Augmenting Knowledge Graph Hierarchies Using Neural Transformers Sanatan Sharma Mayank Poddar Jayant Kumar Kosta Blank Tracy Holloway King 31 0 0 11 Apr 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 32 16 0 19 Mar 2024
Interplay of Semantic Communication and Knowledge Learning Fei Ni Bingyan Wang Rongpeng Li Zhifeng Zhao Honggang Zhang 29 0 0 18 Jan 2024
Making Large Language Models Perform Better in Knowledge Graph Completion Yichi Zhang Zhuo Chen Lingbing Guo Yajing Xu Wen Zhang Hua-zeng Chen 32 41 0 10 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 26 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 18 11 0 29 Sep 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li Sadao Kurohashi LRM 41 90 0 03 May 2023
Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng 23 6 0 24 Sep 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 164 334 0 25 May 2022