Krug, Markus - Lehrstuhl für Künstliche Intelligenz und Wissenssysteme

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

KALLIMACHOS

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[ to top ]

Zehe, A., Konle, L., Dümpelmann, L., Gius, E., Hotho, A., Jannidis, F., Kaufmann, L., Krug, M., Puppe, F., Reiter, N., Schreiber, A., & Wiedmer, N. Detecting Scenes in Fiction: A new Segmentation Task. Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers.
- [ BibTeX ]
@inproceedings{zehe2021detecting, author = {Zehe, Albin and Konle, Leonard and Dümpelmann, Lea and Gius, Evelyn and Hotho, Andreas and Jannidis, Fotis and Kaufmann, Lucas and Krug, Markus and Puppe, Frank and Reiter, Nils and Schreiber, Annekea and Wiedmer, Nathalie}, booktitle = {Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers}, publisher = {ACL}, title = {Detecting Scenes in Fiction: A new Segmentation Task}, year = 2021 }

2020[ to top ]

Krug, M. Techniques for the Automatic Extraction of Character Networks in German Historic Novels [PhD dissertation, Universit{\"a}t W{\"u}rzburg]. https://doi.org/10.25972/OPUS-20918
- [ BibTeX ]
@phdthesis{Krug2020, author = {Krug, Markus}, school = {Universit{\"a}t W{\"u}rzburg}, title = {Techniques for the Automatic Extraction of Character Networks in German Historic Novels}, type = {doctoralthesis}, year = 2020 }

2019[ to top ]

Krug, M., Schmidt, D., Jannidis, F., & Puppe, F. {Techniques for High Quality Character Reference Detection on German Historical Novels}. In Open Linguistics. De Gruyter Open.
- [ BibTeX ]
@unpublished{mkJournalDeGruyter, author = {Krug, Markus and Schmidt, David and Jannidis, Fotis and Puppe, Frank}, journal = {Open Linguistics}, note = {Manuscript submitted for publication at De Gruyter Open Linguistics}, publisher = {De Gruyter Open}, title = {{Techniques for High Quality Character Reference Detection on German Historical Novels}}, year = 2019 }
Krug, M., Schmidt, D., Wehner, N., Jannidis, F., & Puppe, F. {Evaluation of state of the art methods for coreference resolution and quotation attribution on German literary novels}. In Natural Language Engineering. Cambridge University Press.
- [ BibTeX ]
@unpublished{mkJournalNLE, author = {Krug, Markus and Schmidt, David and Wehner, Nils and Jannidis, Fotis and Puppe, Frank}, journal = {Natural Language Engineering}, note = {Manuscript submitted for publication at Journal of Natural Language Engineering}, publisher = {Cambridge University Press}, title = {{Evaluation of state of the art methods for coreference resolution and quotation attribution on German literary novels}}, year = 2019 }
Tu, N. D. T., Krug, M., & Brunner, A. {Automatic recognition of direct speech without quotation marks. A rule-based approach}. Proceedings of DHD.
- [ BibTeX ]
@article{tu2019automatic, author = {Tu, Ngoc Duyen Tanja and Krug, Markus and Brunner, Annelen}, journal = {Proceedings of DHD}, title = {{Automatic recognition of direct speech without quotation marks. A rule-based approach}}, year = 2019 }

2018[ to top ]

Jannidis, F., Konle, L., Zehe, A., Hotho, A., & Krug, M. Analysing Direct Speech in German Novels. DHd 2018.
- [ BibTeX ]
@inproceedings{jannidis2018analysing, author = {Jannidis, Fotis and Konle, Leonard and Zehe, Albin and Hotho, Andreas and Krug, Markus}, booktitle = {DHd 2018}, title = {Analysing Direct Speech in German Novels}, year = 2018 }
Krug, M., Tu, N. D. T., Weimer, L., Reger, I., Konle, L., Jannidis, F., & Puppe, F. Annotation and beyond – Using {ATHEN} Annotation and Text Highlighting Environment. DHd 2018.
- [ BibTeX ]
@inproceedings{krug2018ATHEN, author = {Krug, Markus and Tu, Ngoc Duyen Tanja and Weimer, Lukas and Reger, Isabella and Konle, Leonard and Jannidis, Fotis and Puppe, Frank}, booktitle = {DHd 2018}, title = {Annotation and beyond – Using {ATHEN} Annotation and Text Highlighting Environment}, year = 2018 }
Krug, M., Puppe, F., Reger, I., Weimer, L., Macharowsky, L., Feldhaus, S., & Jannidis, F. {Description of a Corpus of Character References in German Novels - {DROC} [{D}eutsches {RO}man {C}orpus]}. DARIAH-DE Working Papers.
- [ BibTeX ]
@inproceedings{droc, author = {Krug, Markus and Puppe, Frank and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa and Feldhaus, Stephan and Jannidis, Fotis}, booktitle = {DARIAH-DE Working Papers}, organization = {DARIAH-DE}, title = {{Description of a Corpus of Character References in German Novels - {DROC} [{D}eutsches {RO}man {C}orpus]}}, year = 2018 }

2017[ to top ]

Krug, M., Reger, I., Jannidis, F., Weimer, L., Madar{\’a}sz, N., & Puppe, F. {Overcoming Data Sparsity for Relation Detection in German Novels.}. DH.
- [ BibTeX ]
@inproceedings{krug2017overcoming, author = {Krug, Markus and Reger, Isabella and Jannidis, Fotis and Weimer, Lukas and Madar{\'a}sz, Nathalie and Puppe, Frank}, booktitle = {DH}, title = {{Overcoming Data Sparsity for Relation Detection in German Novels.}}, year = 2017 }
Krug, M., Wick, C., Jannidis, F., Reger, I., Weimer, L., Madarasz, N., & Puppe, F. Comparison of Methods for Automatic Relation Extraction in German Novels. Dhd Tagung.
- [ BibTeX ]
@article{krugRelationen, author = {Krug, Markus and Wick, Christoph and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Madarasz, Nathalie and Puppe, Frank}, journal = {Dhd Tagung}, title = {Comparison of Methods for Automatic Relation Extraction in German Novels}, year = 2017 }

2016[ to top ]

Puppe, F., Krug, M., Jannidis, F., Weimer, L., Macharowsky, L., & Reger, I. Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen.
- [ BibTeX ]
@conference{puppe2016attribuierung, author = {Puppe, Frank and Krug, Markus and Jannidis, Fotis and Weimer, Lukas and Macharowsky, Luisa and Reger, Isabella}, publisher = {DHD 2016}, title = {Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen}, type = {Publication}, year = 2016 }
Krug, M., Puppe, F., Jannidis, F., Reger, I., Weimer, L., & Macharowsky, L. Comparison of Methods for the Identification of Main Characters in German Novels.
- [ BibTeX ]
- [ Download ]
@conference{krug2016comparison, author = {Krug, Markus and Puppe, Frank and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa}, title = {Comparison of Methods for the Identification of Main Characters in German Novels}, year = 2016 }

2015[ to top ]

Fotis, J., Krug, M., Puppe, F., Toepfer, M., Weimer, L., & Reger, I. Automatische Erkennung von Figuren in deutschsprachigen Romanen.
- [ BibTeX ]
- [ Download ]
@conference{fotis2015automatische, author = {Fotis, Jannidis and Krug, Markus and Puppe, Frank and Toepfer, Martin and Weimer, Lukas and Reger, Isabella}, title = {Automatische Erkennung von Figuren in deutschsprachigen Romanen}, year = 2015 }
Puppe, F., Krug, M., Jannidis, F., Reger, I., Weimer, L., & Macharowsky, L. Rule based Coreference Resolution in German Historic Novels.
- [ BibTeX ]
- [ Download ]
@conference{noauthororeditor2015based, author = {Puppe, Frank and Krug, Markus and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa}, title = {Rule based Coreference Resolution in German Historic Novels}, year = 2015 }

Partner

Steuerberater Dr. Pfanzer und Pfanzer Gm bB

Dr. Markus Krug