Dr. Markus Krug

University of Würzburg
Department for Artificial Intelligence
and Applied Computer Science
Am Hubland
D-97074 Würzburg
Room: B012A
Phone: +49 931 / 31 - 84966
Fax: +49 931 / 31 - 86732
markus.krug@uni-wuerzburg.de
About me
In 2020, i finished my doctoral thesis "Techniques for the Automatic Extraction of Character Networks in German Historic Novels" at the chair of artificial intelligence in Wuerzburg. In January of 2020 i started working as Software Consultant at denkbares .
My interests are generally found in "Information Extraction" from unstructured documents, where my core interests are Coreference Resolution and Entity Recognition. I am highly interested in symbolic algorithms ("Rule based methods") as well as Machine Learning or even combinations of both worlds.
Since end of 2019 i am supporting the teaching of the chair of technical comp science at Wuerzburg.
Projects
Teaching
Term | Course | Position |
Summer 2015 | Softwaretechnik | Exercise Leader |
Winter 2015/2016 | Sprachverarbeitung und Text Mining | Exercise Leader |
Winter 2017/2018 | Sprachverarbeitung und Text Mining | Lecturer |
Winter 2018/2019 | Sprachverarbeitung und Text Mining | Lecturer |
Summer 2019 | Programmieren mit Neuronalen Netzen | Lecturer |
Winter 2019/2020 | Eingebettete Systeme | Exercise Leader |
Summer 2020 | Programmieren mit Neuronalen Netzen | Lecturer |
Winter 2020/2021 | Eingebettete Systeme | Exercise Leader |
Winter 2020/2021 | Sprachverarbeitung und Text Mining | Lecturer |
Summer 2021 | Programmieren mit Neuronalen Netzen | Lecturer |
Abgeschlossene Studienarbeiten (unvollständig)
Masterpraktika
Titus Dose: "Regelbasierte Attributierung von Personen in Romanen" [pdf]
Joachim Bergmann:"Die automatische Erkennung des Geschlechts von Personen in deutschen Romanen anhand der Themen in ihren wortlichen Reden mittels maschinellen Lernens" (Bachelorarbeit) [pdf]
Albin Zehe: "Automatische Zuordnung von Sprechern und Angesprochenen in literarischen Texten" [pdf]
Bachelorarbeiten
Kevin Fuchs: "Evaluation von Open-Source OCR-Software auf deutscher Fraktuschrift" [pdf]
Irina Leikam: "Identifizierung unterschiedlicher Dialekte in deutschen Romanen des 16 bis 20 Jahrhunderts" [pdf]
Julian Tritscher: "Evaluation von State of the Art Syntaxparsern auf deutschen Romanen des 16. bis20. Jahrhunderts" [pdf]
Publications
2021
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Detecting Scenes in Fiction: A new Segmentation Task. Zehe, Albin; Konle, Leonard; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea; Wiedmer, Nathalie (2021).[ BibTeX ]
2020
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Techniques for the Automatic Extraction of Character Networks in German Historic Novels. Technical Report (PhD dissertation), Krug, Markus (2020).[ BibTeX ]
2019
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Techniques for High Quality Character Reference Detection on German Historical Novels Krug, Markus; Schmidt, David; Jannidis, Fotis; Puppe, Frank (2019).[ BibTeX ]
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Evaluation of state of the art methods for coreference resolution and quotation attribution on German literary novels Krug, Markus; Schmidt, David; Wehner, Nils; Jannidis, Fotis; Puppe, Frank (2019).[ BibTeX ]
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Automatic recognition of direct speech without quotation marks. A rule-based approach. Tu, Ngoc Duyen Tanja; Krug, Markus; Brunner, Annelen in Proceedings of DHD (2019).[ BibTeX ]
2018
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Analysing Direct Speech in German Novels. Jannidis, Fotis; Konle, Leonard; Zehe, Albin; Hotho, Andreas; Krug, Markus (2018).[ BibTeX ]
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Annotation and beyond – Using ATHEN Annotation and Text Highlighting Environment. Krug, Markus; Tu, Ngoc Duyen Tanja; Weimer, Lukas; Reger, Isabella; Konle, Leonard; Jannidis, Fotis; Puppe, Frank (2018).[ BibTeX ]
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Description of a Corpus of Character References in German Novels - DROC [Deutsches ROman Corpus]. Krug, Markus; Puppe, Frank; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa; Feldhaus, Stephan; Jannidis, Fotis (2018).[ BibTeX ]
2017
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Overcoming Data Sparsity for Relation Detection in German Novels. Krug, Markus; Reger, Isabella; Jannidis, Fotis; Weimer, Lukas; Madarász, Nathalie; Puppe, Frank (2017).[ BibTeX ]
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Comparison of Methods for Automatic Relation Extraction in German Novels. Krug, Markus; Wick, Christoph; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Madarasz, Nathalie; Puppe, Frank in Dhd Tagung (2017).[ BibTeX ]
2016
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Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen. Puppe, Frank; Krug, Markus; Jannidis, Fotis; Weimer, Lukas; Macharowsky, Luisa; Reger, Isabella (2016).[ BibTeX ]
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Comparison of Methods for the Identification of Main Characters in German Novels. Krug, Markus; Puppe, Frank; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa (2016).
2015
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Automatische Erkennung von Figuren in deutschsprachigen Romanen. Fotis, Jannidis; Krug, Markus; Puppe, Frank; Toepfer, Martin; Weimer, Lukas; Reger, Isabella (2015).
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Rule based Coreference Resolution in German Historic Novels. Puppe, Frank; Krug, Markus; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa (2015).