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"

24 / 24 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 14 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 55 0 0 26 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 47 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 35 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 21 1 0 13 Nov 2024
Ontology Population using LLMs Sanaz Saki Norouzi Adrita Barua Antrea Christou Nikita Gautam Andrew Eells Pascal Hitzler C. Shimizu 27 1 0 03 Nov 2024
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models Yassir Lairgi Ludovic Moncla Rémy Cazabet Khalid Benabdeslem Pierre Cléau 27 0 0 05 Sep 2024
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting Yuting Hu Dancheng Liu Qingyun Wang Charles Yu Heng Ji Jinjun Xiong LLMAG 25 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 17 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 16 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 29 0 0 24 Apr 2024
Retrieval-Augmented Generation-based Relation Extraction Sefika Efeoglu Adrian Paschke 35 7 0 20 Apr 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 24 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 13 25 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 8 32 0 15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani M. Tliba M. A. Kerkouri HILM 30 10 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 9 7 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 18 76 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 21 6 0 19 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 91 122 0 02 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 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 301 11,730 0 04 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 195 221 0 16 Oct 2019