🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Life is not always difficult! #phdlife

It's an endless loop.

Finally, we are happy to announce the publication of our ISWS ISWS2019 report on #KnowledgeGraphs Evolution and Preservation with contributions of all the #ISWS2019 students. Happy holidays & Thanks to everybody for making this happen! arxiv.org/abs/2012.11936

My body clock failed to enter CEST, and it is still in CET. #DaylightSavingTime #CET

Rejection

Can't wait to get back to university.

#NewPaper "A Semi-Automatic Semantic Consistency-Checking Method for Learning Ontology from Relational Database" mdpi.com/2078-2489/12/5… #consistency #checking #ontology #learning #graph #intermediate #representation #relational #database

Check out our recent survey on "Ontology Learning from Relational Database: Opportunities for Semantic Information Integration". worldscientific.com/doi/10.1142/S2…

Doing vs Writing

A wonderful hiking trip in late autumn.

From Pre-trained Word Embeddings to Pre-trained Language Models — Focus on BERT by Adrien Sieg towardsdatascience.com/from-pre-train…

To reduce human intervention and improve the ability to handle complex matching tasks, we present a knowledge-enriched schema matching framework. ieeexplore.ieee.org/abstract/docum…

Check out the paper collection on survey of knowledge graphs. It reached 100 starts on GitHub recently. #KnowledgeGraph github.com/machuangtao/KG…

The website and call for papers of our workshop "LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs" at #VLDB2024 PVLDB @vldbconf is up: seucoin.github.io/workshop/llmkg/ #VLDB24, #LargeLanguageModels, #KnowledgeGraphs #GraphDataManagement

In this work, we introduce a novel KG-RAG, with vector-based, graph traversal-based subgraph retrievals, and ranking-based subgraph refinement, as well as a hybrid approach that identifies the most relevant subgraphs from external large KGs to augment LLMs for schema matching.

Join us if you are attending EDBT/ICDT Conference 2025 and are interested in the intersection of large language models and knowledge graphs for QA! Details are available at: machuangtao.github.io/LLM-KG4QA/tuto…

EDBT 2025 Tutorial: Unifying Large Language Models and Knowledge Graphs for Question Answering Slides: machuangtao.github.io/uploads/EDBT25… Paper: openproceedings.org/2025/conf/edbt… Website: machuangtao.github.io/LLM-KG4QA/tuto… Materials: github.com/machuangtao/LL… Chuangtao Ma #EDBT2025 #EDBT25 #LLM #KnowledgeGraph

Last week, we gave a tutorial on unifying #LLMs with #KGs for QA at #EDBT2025. We were thrilled that it attracted a large number of attendees from the #EDBT community, which exceeded our expectations. The slides and materials are now available at: machuangtao.github.io/LLM-KG4QA/tuto… Arijit K