Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

4 August 2023

Nandana Mihindukulasooriya

Papers citing "Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text"

22 / 22 papers shown

Title
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience Runxiang Wang Boxiao Wang Kai Li Yifan Zhang Jian Cheng 28 0 0 04 Jun 2025
How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance Desiree Heim Lars-Peter Meyer Markus Schröder Johannes Frey Andreas Dengel ELM 29 1 0 22 May 2025
LLM-KG-Bench 3.0: A Compass for SemanticTechnology Capabilities in the Ocean of LLMs Lars-Peter Meyer Johannes Frey Desiree Heim Felix Brei Claus Stadler K. Junghanns Michael Martin ELM 45 2 0 19 May 2025
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 72 0 0 25 Apr 2025
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models Hui Feng Yuntzu Yin Emiliano Reynares Jay Nanavati 85 0 0 26 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 127 0 0 07 Feb 2025
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Longquan Jiang Junbo Huang Cedric Moller Ricardo Usbeck 63 0 0 06 Feb 2025
Scholarly Wikidata: Population and Exploration of Conference Data in Wikidata using LLMs Nandana Mihindukulasooriya Sanju Tiwari Daniil Dobriy Finn Årup Nielsen Tek Raj Chhetri Axel Polleres 49 1 0 13 Nov 2024
Ontology Population using LLMs Sanaz Saki Norouzi Adrita Barua Antrea Christou Nikita Gautam Andrew Eells Pascal Hitzler C. Shimizu 59 3 0 03 Nov 2024
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models Yassir Lairgi Ludovic Moncla Rémy Cazabet Khalid Benabdeslem Pierre Cléau 69 1 0 05 Sep 2024
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework Yuting Hu Dancheng Liu Qingyun Wang Charles Yu Chenhui Xu Qingxiao Zheng Heng Ji Jinjun Xiong LLMAG 83 0 0 20 Aug 2024
ASGM-KG: Unveiling Alluvial Gold Mining Through Knowledge Graphs Debashis Gupta Aditi Golder Luis Fernendez Miles Silman Greg Lersen Fan Yang Bob Plemmons Sarra M. Alqahtani Paúl Pauca 65 0 0 16 Aug 2024
Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models Tolga Çöplü Arto Bendiken Andrii Skomorokhov Eduard Bateiko Stephen Cobb 88 1 0 22 May 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 94 2 0 24 Apr 2024
Retrieval-Augmented Generation-based Relation Extraction Sefika Efeoglu Adrian Paschke 68 9 0 20 Apr 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 89 0 0 21 Feb 2024
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 150 29 0 24 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 106 37 0 15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane Tliba M. A. Kerkouri HILM 93 11 0 14 Nov 2023
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer Md. Rezaul Karim Lina Molinas Comet Md. Shajalal Oya Beyan Dietrich-Rebholz Schuhmann Stefan Decker 83 8 0 12 Oct 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 120 81 0 13 Sep 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 70 9 0 19 May 2023