cv

Curriculum Vitae

Basics

Name Michael Färber
Profession Full Professor (W3)
Email michael.faerber@tu-dresden.de
Phone +49 (0)351 463 40900
Url http://scale-scads.ai/
Summary Since April 2024, I have been W3 Full Professor at TU Dresden and the AI Center ScaDS.AI. My research focuses on natural language processing, knowledge representation, and machine learning, including neurosymbolic and explainable AI. I have authored over 100 peer-reviewed publications and secured various third-party funding as a Principal Investigator. Since 2019, I have taught lectures to 600 students and introduced the course “Behind the Secrets of Large Language Models.” Additionally, my B.A. in philosophy supports my interdisciplinary approach.

Work

  • 2024.04 - Present
    Full Professor (W3)
    ScaDS.AI, TU Dresden
    • Leading the Scalable Software Architectures for Data Analytics group (6 PhD students, 1 postdoc)
    • Appointed at the age of 36
    • Department leader for Cognitive AI at ScaDS.AI
    • Elected Member of the Faculty Council of Computer Science, TU Dresden
  • 2020.10 - 2024.03
    Deputy Full Professor (W3)
    Karlsruhe Institute of Technology (KIT)
    • Substitute for Prof. Dr. York Sure-Vetter as head of the Web Science research group (AIFB); led a team of 7 PhD students and 2 postdocs
    • Oversaw research on NLP, Knowledge Graphs, Machine Learning
    • Managed multiple projects (e.g., ProData, digilog@bw)
    • Taught large lectures with audiences of up to 600 students
  • 2019.04 - 2020.09
    Postdoctoral Researcher
    Karlsruhe Institute of Technology (KIT)
    • Conducted independent research on Knowledge Graphs, NLP, and ML-related topics
    • Supervised four PhD students
    • Taught both in German and English
    • Served as Principal Investigator in several research projects
  • 2017.10 - 2018.09
    Postdoctoral Researcher (JSPS Fellowship)
    Kyoto University
    • Awarded a prestigious JSPS fellowship for independent research in information retrieval
    • One of only 15 JSPS fellows awarded worldwide in that period
    • Co-supervised bachelor’s and master’s students
  • 2017.04 - 2019.03
    Postdoctoral Researcher
    University of Freiburg
    • Led research on scholarly recommendation systems and knowledge graph topics
    • Supervised bachelor’s and master’s theses
    • Gained funding and managed industry collaboration (BMW Group)
  • 2014.05 - 2014.09
    Research Scientist Intern
    Bloomberg L.P.
    • Conducted research on detecting novel events from news and contributed to the Bloomberg NLP framework
    • Applied NLP solutions to real-world financial news data
  • 2012.04 - 2017.02
    PhD Student / Research Associate
    Karlsruhe Institute of Technology (KIT)
    • Conducted research on semantic search for novel information
    • Involved in multiple BMBF and EU projects (syncTech, xLiMe), managed the Software Campus project SUITE
    • Supervised 23 theses and led seminar courses
    • Handled financial controlling for the research group

Education

  • 2012.04 - 2017.02

    Karlsruhe, Germany

    PhD (Dr.-Ing.)
    Karlsruhe Institute of Technology (KIT)
    Computer Science
    • Thesis: Semantic Search for Novel Information
  • 2009.04 - 2012.03

    Ulm, Germany

    Bachelor of Arts (B.A.)
    Ulm University
    Philosophy
    • Thesis: The Moral Philosophical Foundations of David Hume and Adam Smith – A Comparison
  • 2008.09 - 2008.12

    Helsinki, Finland

    Helsinki University of Technology
    Exchange Program (Computer Science)
  • 2006.10 - 2011.05

    Ulm, Germany

    Diplom-Informatik (≡ M.Sc.)
    Ulm University
    Computer Science
    • Thesis: Optimizing Google’s PageRank

Awards

Publications

  • Full Publication List
    Over 100 publications, including top-tier conference papers (ACL, EMNLP, NAACL, CIKM, ECML, KDD, ISWC) and journal articles.

Languages

German
Native speaker
English
Fluent

References

Prof. Dr. York Sure-Vetter
Director, Nationale Forschungsdateninfrastruktur (NFDI), Karlsruhe, Germany
Prof. Dr. Wolfgang Nagel
Director, Center for Interdisciplinary Digital Sciences (CIDS), TU Dresden, Dresden, Germany
Prof. Dr. Rudi Studer
Karlsruhe Institute of Technology (KIT), Institute AIFB, Karlsruhe, Germany
Prof. Dr. Adam Jatowt
University of Innsbruck, Department of Computer Science & DiSC, Innsbruck, Austria

Projects

  • 2022.01 - Present
    PESSST
    Summarizing and Simplifying Scientific Text
    • KIT KCIST, €10,000 own funding
  • 2024.09 - 2024.12
    Klartext
    AI-based Translation of Websites Into Plain Language
    • SMWK, €22,000 own funding
  • 2023.09 - 2024.02
    TruthfulLM
    Verifying and Ensuring Truthfulness in Large Language Models
    • BMBF, €50,000 own funding
  • 2023.07 - 2024.12
    WG2Text
    Knowledge Graph-based Text Generation
    • Vector Foundation, €33,000 own funding
  • 2023.01 - 2024.06
    KIWI
    Artificial Intelligence to Detect and Characterize Wake Turbulence in LiDAR Scans
    • BMDV, €80,000 own funding
  • 2021.11 - 2023.10
    IIDI
    Intelligent Information Services for Topic-specific Web Portals
    • BMBF, €183,000 own funding
  • 2021.07 - 2022.12
    ChemKB
    Chemistry Knowledge Base -- Creating a Knowledge Base for Chemistry as a Basis for Future Scientific Information
    • KIT (Strategy Fund), €95,000 own funding
  • 2020.11 - 2023.10
    KIGLIS
    Artificial Intelligence Processes for Optimizing Fiber Optic Networks Using the Example of an Intelligent City
    • BMBF, €562,000 own funding
  • 2019.04 - 2022.12
    digilog@bw
    Digitization in Dialogue
    • Ministry of Science, Research and Art Baden-Württemberg, €205,000 own funding
  • 2022.06 - 2022.11
    KD4RE
    Knowledge Distillation for Relation Extraction
    • BMBF, €35,000 own funding
  • 2020.01 - 2021.12
    SIRS
    Scholarly Information Recommender Systems Using Knowledge Graphs
    • DAAD & Ministry of Foreign Affairs, €9,000 own funding
  • 2019.04 - 2021.03
    ProData
    Production-Related Service Systems Based on Big Data Analysis
    • BMBF, €527,000 own funding
  • 2020.08 - 2021.01
    TransPer
    Transparent Personalization of E-Commerce
    • BMBF (Smart Data Innovation Challenges), €35,000 own funding
  • 2020.08 - 2020.12
    DataScore for DORA4KIT
    Prototype Development of Reward Systems for Students and Researchers
    • KIT, €17,000 own funding
  • 2020.03 - 2020.12
    AI4Peace
    Mediating Machines? Opportunities and Challenges of Artificial Intelligence in Peacemaking
    • Volkswagen Foundation
  • 2019.06 - 2019.11
    Developing an Interlinking Framework
    • BMW Group, €71,000 funding
  • 2018.04 - 2019.03
    ReCits
    Recommending Relevant Citations in Text
    • University of Freiburg (Innovation Fund), €25,000 own funding
  • 2017.12 - 2019.02
    Development of a Knowledge Graph
    Development of a Knowledge Graph
    • BMW Group, €60,000 own funding
  • 2017.10 - 2018.09
    Scientification
    Automatically Enriching Text with Citations and References
    • Japan Society for the Promotion of Science (JSPS), €37,000 own funding
  • 2016.01 - 2016.12
  • 2014.04 - 2016.03
    SUITE
    Semi-Automatic Detection and Knowledge Base-Integration of Novelties from Text Documents
    • BMBF (Software Campus), €100,000 own funding