Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction

5 April 2024

Papers citing "Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction"

10 / 10 papers shown

Title
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study Mohammad Khodadad Ali Shiraee Kasmaee Mahdi Astaraki Nicholas Sherck H. Mahyar Soheila Samiee LRM 29 0 0 23 Apr 2025
RAKG:Document-level Retrieval Augmented Knowledge Graph Construction Hairong Zhang Jiaheng Si Guohang Yan Boyuan Qi Pinlong Cai Song Mao Ding Wang Botian Shi 28 0 0 14 Apr 2025
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation Dun Yuan Hao Zhou Di Wu Xue Liu Hao Chen Yan Xin Jianzhong Zhang RALM 37 0 0 31 Mar 2025
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM Yuxin Yang Haoyang Wu Tao Wang Jia-Qi Yang Hao Ma Guojie Luo RALM 26 0 0 01 Mar 2025
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu H. Meng 21 2 0 31 Dec 2024
Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce Zhantao Yang Han Zhang Fangyi Chen Anudeepsekhar Bolimera Marios Savvides 16 0 0 28 Oct 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 43 5 0 11 Jul 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 91 9 0 17 Apr 2024
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 39 68 0 23 Oct 2022
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 164 1,877 0 02 Feb 2020