Databases · Computer Science
LLM+Graph@VLDB'2025 Workshop Summary
Yixiang Fang, Arijit Khan, Tianxing Wu, Da Yan +1
2026-04-27
Computation and Language · Computer Science
Combining Knowledge Graphs and Large Language Models
Amanda Kau, Xuzeng He, Aishwarya Nambissan, Aland Astudillo +2
2024-07-10
Computation and Language · Computer Science
Unifying Large Language Models and Knowledge Graphs: A Roadmap
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen +2
2024-01-26
Human-Computer Interaction · Computer Science
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs
Harry Li, Gabriel Appleby, Ashley Suh
2024-04-03
Artificial Intelligence · Computer Science
Research Trends for the Interplay between Large Language Models and Knowledge Graphs
Hanieh Khorashadizadeh, Fatima Zahra Amara, Morteza Ezzabady, Frédéric Ieng +6
2024-08-09
Artificial Intelligence · Computer Science
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania +12
2023-08-15
Computation and Language · Computer Science
Are Large Language Models Effective Knowledge Graph Constructors?
Ruirui Chen, Weifeng Jiang, Chengwei Qin, Bo Xiong +3
2025-10-14
Computation and Language · Computer Science
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
Elan Markowitz, Krupa Galiya, Greg Ver Steeg, Aram Galstyan
2025-04-10
Computation and Language · Computer Science
Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective
Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose
2024-11-22
Artificial Intelligence · Computer Science
Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering
Lars-Peter Meyer, Johannes Frey, Kurt Junghanns, Felix Brei +3
2023-09-01
Computation and Language · Computer Science
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan +1
2025-09-23
Databases · Computer Science
From Large Language Models to Databases and Back: A discussion on research and education
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li +3
2023-07-11
Computation and Language · Computer Science
Large Language Models for Knowledge Graph Embedding: A Survey
Bingchen Liu, Yuanyuan Fang, Naixing Xu, Shihao Hou +2
2025-04-09
Computation and Language · Computer Science
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
Dong Shu, Tianle Chen, Mingyu Jin, Chong Zhang +2
2025-06-17
Computation and Language · Computer Science
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao +5
2024-12-30
Computation and Language · Computer Science
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models
Jiho Kim, Yeonsu Kwon, Yohan Jo, Edward Choi
2023-10-18
Computation and Language · Computer Science
From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies
Blaž Škrlj, Boshko Koloski, Senja Pollak, Nada Lavrač
2025-06-12
Computation and Language · Computer Science
Exploring Large Language Models for Knowledge Graph Completion
Liang Yao, Jiazhen Peng, Chengsheng Mao, Yuan Luo
2025-02-14