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"

13 / 13 papers shown

Title
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 49 0 0 31 Mar 2025
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu Helen Meng 59 2 0 31 Dec 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 128 10 0 17 Apr 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 76 166 0 31 Dec 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 67 160 0 23 Apr 2023
Knowledge Graph Generation From Text Igor Melnyk Pierre Dognin Payel Das 36 25 0 18 Nov 2022
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution Shon Otmazgin Arie Cattan Yoav Goldberg LRM 63 36 0 25 May 2022
A Survey on Neural Open Information Extraction: Current Status and Future Directions Shaowen Zhou Yu Bowen Aixin Sun Cheng Long Jingyang Li Haiyang Yu Jianguo Sun Yongbin Li 55 32 0 24 May 2022
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Pierre Dognin Inkit Padhi Igor Melnyk Payel Das OffRL 36 21 0 27 Aug 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 42 582 0 13 Apr 2021
A Survey on Knowledge Graph-Based Recommender Systems Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He 109 735 0 28 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 276 1,961 0 02 Feb 2020
Joint Learning of Named Entity Recognition and Entity Linking Pedro Henrique Martins Zita Marinho André F. T. Martins 92 94 0 18 Jul 2019