I completed my Bachelor's degree in Computer Engineering at Ege University in İzmir, with a focus on the Semantic Web, under the supervision of Prof. Murat Osman Ünalır. I have a master's degree in Data Science from Universität Potsdam. I have then pursued my PhD with a focus on continual learning and relation extraction for knowledge graph completeness.
I am a Research Scientist at the Text Mining Research group of the Senckenberg Data Analysis and Modeling Center, where I work on generating knowledge graphs — including taxonomies and multimodal KGs — from historical scientific literature.
- 🧠 Continual Learning & Adversarial Training
- 🛡️ Robustness in Machine Learning
- 🧩 Cognitive Science
- 🕸️ Knowledge Graphs
- 💚 Ontology Engineering
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🎉 Book Chapter — Hybrid AI for Healthcare is online!
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🩷 Journal Paper — "Retrieval-Augmented Generation-based Relation Extraction" submitted to the Semantic Web Journal (March 2024).
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📰 Journal Paper — "Large Language Models for Continual Relation Extraction" accepted by IEEE Access.
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🗞️ Journal Article — "SHACL-Based Symbolic Memory for Continual Relation Extraction" submitted to the Journal of Web Semantics (Special Issue on Knowledge Engineering Automation).
Memory-based MCP for Local-to-Global KG Generation with AI Agents
An ontology and agent-based approach for scalable knowledge graph construction.
If you use any of my code, please cite or reference the relevant repository. Thanks! 🙂