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10 followers · 34 following
  • TU Berlin and FU Berlin
  • Berlin

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sefeoglu/README.md

Hi there, I am Şefika 👋

I have started to work as a research scientist under the Open Distributed Systems (ODS) research group at the TU Berlin. I graduated from Data Science master program of the University of Potsdam and have started to pursue PhD under the Corporate Semantic Web Group of Freie Universitaet Berlin. My interests are robotics, adversarial training, robustness, cognitive science, knowledge graphs, and ontology engineering (💚)

  • An ontology matching part of my master thesis (GraphMatcher) has obtained the highest F1-measure in uncertain reference alignments of the OAEI-2022 conference track among all experts. My tool produced the results with the highest F1-score again at the competition in 2023 🤓

  • My NER model for corona news. Its paper was presented at SWAT4HCLS in Frebruary 2023 in Basel.

  • 🎉 A book chapter about Hybrid AI for Healthcare will be online soon!

  • 🎉 My team "Gryffindor" was awarded with the Best Scientific Research Report at the ISWS 2023, and our paper was accepted by the Wikidata Workshop under the ISWC 2023. We are still working on its further version.

👩‍🏫 Data Science Class Notebooks

🌱 I have been working on relation extraction for streaming (corpus) data.

🌱 I submitted a journal paper "Retrieval-Augmented Generation-based Relation Extraction" to Semantic Web Journal in March 2023. It is here

Note: Please pointing out the repositories in case you would like to use any piece of my code lines! Thanks🙂

My GitHub stats:

GitHub Streak

Pinned

  1. adversarial_examples_parseval_net adversarial_examples_parseval_net Public

    Parseval Networks and Adversarial Examples

    Jupyter Notebook 2

  2. deeplearning-projects-and-kaggle-competitions deeplearning-projects-and-kaggle-competitions Public

    This repository consists of the projects that completed under the Competitive Programming with Deep Learning

    Jupyter Notebook

  3. AdultsDataSetUCI AdultsDataSetUCI Public

    Machine Learning Techniques to known dataset to predict the unknown income

    Jupyter Notebook 2

  4. gryffindor-ISWS gryffindor-ISWS Public

    Forked from helemanc/gryffindor

    Python 1

  5. llm-examples llm-examples Public

    LLM examples for the state of the art problems in knowledge graphs

    Jupyter Notebook 3

  6. RAG4RE RAG4RE Public

    Retrieval-Augmented Generation-based Relation Extraction

    Jupyter Notebook 5 1