Johannes Daxenberger

Dr.-Ing. Johannes Daxenberger

Postdoctoral researcher

+49 6151 16-25297
+49 6151 16-25295

Hochschulstraße 10
64289 Darmstadt

Office: S2|02 B111

Biographical information

I am a postdoctoral researcher and coordinator of the ArgumenText technology validation project.

I hold an M.A. (Magister Artium) in Computational Linguistics, Spanish and General Linguistics from the Universität zu Köln. In October 2011, I was granted a 3-year PhD scholarship within the Hessian excellence program “Landes-Offensive zur Entwicklung Wissenschaftlich-ökonomischer Exzellenz” (LOEWE). In July 2015, I successfully defended my PhD thesis about Online Mass Collaboration in Wikipedia.

Projects

I currently co-oordinate the technology validation project “ArgumenText”. Previously, I have been working within the CEDIFOR eHumanities Center, supporting and coordinating various projects within Digital Humanities. Until end of 2014, I was part of the LOEWE Research Center “Text as a Process”, with a focus on Wikipedia Revision History.

Research interests

  • Machine Learning & Text Classification
  • Argumentation Mining
  • Digital Humanities
  • Online Mass Collaboration & Writing Processes

Reviewing

I am or have been reviewing for most major NLP conferences (ACL, NAACL, COLING, LREC) and several Digital Humanities conferences (DH, DHd). I also reviewed for several journals and edited volumes incl. the ACM Transactions on Asian and Low-Resource Language Information Processing and the Journal for Artificial Intelligence and Law.

Student supervision

I currently supervise or have supervised

  • Viswanathan Arunachalam (internship)
  • Mohammed Refat Chowdhury (MA thesis)
  • Melvin Laux (student helper)
  • Patrick Lerner (BA thesis)
  • Joy Mahapatra (internship)
  • Andriy Nadolskyy (student helper)
  • Dat Quoc Nguyen (internship)
  • Philipp Nothvogel (BA thesis)
  • Matthias Orlikowski (internship)
  • Krish Perumal (internship)
  • Veliyana Savova (student helper)
  • Kris Schilling (student helper)
  • Darjush Siahdohoni (BA thesis)
  • Saurabh Shekhar Verma (internship)
  • Manuel Spari (BA thesis)
  • Lasse Stelzer (BA thesis)
  • Sophie Pozniak (student helper)
  • Hannah Wieland (tutor)
  • Liane Vogel (student helper)
  • Andreas Zimpfer (MA thesis)

Teaching

I teach or have been teaching

Publications

Gruppiere nach: Datum | Typ des Eintrags | Keine Gruppierung
Springe zu: 2018 | 2017 | 2016 | 2014 | 2013 | 2012
Anzahl der Einträge: 27.

2018

Maurer, Marcus ; Daxenberger, Johannes ; Orlikowski, Matthias ; Gurevych, Iryna :
Argument Mining: A new method for automated text analysis and its application in communication science.
In: Dynamische Prozesse in der Kommunikationswissenschaft: Methodische Herausforderungen. Methoden und Forschungslogik der Kommunikationswissenschaft. Werner Wirth GmbH, Hamburg, Germany
[Buchkapitel] , (2018) (Im Druck)

Daxenberger, Johannes ; Ziegele, Marc ; Gurevych, Iryna ; Quiring, Oliver :
Automatically Detecting Incivility in Online Discussions of News Media.
In: The 14th eScience IEEE International Conference, 29.10.2018--01.11.2018, Amsterdam, Netherlands. Proceedings of the 14th eScience IEEE International Conference
[Konferenz- oder Workshop-Beitrag] , (2018) (Eingereicht)

Stab, Christian ; Daxenberger, Johannes ; Stahlhut, Chris ; Miller, Tristan ; Schiller, Benjamin ; Tauchmann, Christopher ; Eger, Steffen ; Gurevych, Iryna :
ArgumenText: Searching for Arguments in Heterogeneous Sources.
[Online-Edition: http://www.aclweb.org/anthology/N18-5005]
In: The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 01.06.2018--06.06.2018, New Orleans, Louisiana. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: System Demonstrations
[Konferenz- oder Workshop-Beitrag] , (2018)

Eger, Steffen ; Daxenberger, Johannes ; Stab, Christian ; Gurevych, Iryna :
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
[Online-Edition: http://aclweb.org/anthology/C18-1071]
In: The 27th International Conference on Computational Linguistics (COLING 2018), 20.08.2018--26.08.2018, Santa Fe, USA. Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018)
[Konferenz- oder Workshop-Beitrag] , (2018)

Schulz, Claudia ; Eger, Steffen ; Daxenberger, Johannes ; Kahse, Tobias ; Gurevych, Iryna :
Multi-Task Learning for Argumentation Mining in Low-Resource Settings.
[Online-Edition: http://aclweb.org/anthology/N18-2006]
Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2018)

Ziegele, Marc ; Daxenberger, Johannes ; Quiring, Oliver ; Gurevych, Iryna :
Developing Automated Measures to Predict Incivility in Public Online Discussions on the Facebook Sites of Established News Media.
[Online-Edition: https://fileserver.ukp.informatik.tu-darmstadt.de/UKP_Webpag...]
Proceedings of the 68th Annual Conference of the International Communication Association (ICA)
[Konferenz- oder Workshop-Beitrag] , (2018)

Daxenberger, Johannes ; Csanadi, Andras ; Ghanem, Christian ; Kollar, Ingo ; Gurevych, Iryna
Fischer, Frank ; Chinn, Clark ; Engelmann, Katharina ; Osborne, Jonathan (eds.) :

Domain-Specific Aspects of Scientific Reasoning and Argumentation: Insights from Automatic Coding.
[Online-Edition: https://www.taylorfrancis.com/books/e/9781351400435]
In: Scientific Reasoning and Argumentation: The Roles of Domain-Specific and Domain-General Knowledge. Taylor & Francis , pp. 34-55.
[Buchkapitel] , (2018)

2017

Daxenberger, Johannes ; Eger, Steffen ; Habernal, Ivan ; Stab, Christian ; Gurevych, Iryna :
What is the Essence of a Claim? Cross-Domain Claim Identification.
[Online-Edition: http://aclweb.org/anthology/D17-1218]
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)
[Konferenz- oder Workshop-Beitrag] , (2017)

Maurer, Marcus ; Daxenberger, Johannes ; Gurevych, Iryna :
Argumentation Mining: Eine neue Methode zur automatisierten Textanalyse und ihre Anwendung in der Kommunikationswissenschaft.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
Jahrestagung der Fachgruppe Methoden der Publizistik- und Kommunikationswissenschaft der Deutschen Gesellschaft für Publizistik- und Kommunikationswissenschaft
[Konferenz- oder Workshop-Beitrag] , (2017)

Lee, Ji-Ung ; Eger, Steffen ; Daxenberger, Johannes ; Gurevych, Iryna :
UKP TU-DA at GermEval 2017: Deep Learning for Aspect Based Sentiment Detection.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
In: Proceedings of the GermEval 2017 – Shared Task on Aspect-based Sentiment in Social Media Customer Feedback
[Konferenz- oder Workshop-Beitrag] , (2017)

Sukhareva, Maria ; Fuscagni, Francesco ; Daxenberger, Johannes ; Görke, Susanne ; Prechel, Doris ; Gurevych, Iryna :
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite.
[Online-Edition: http://www.aclweb.org/anthology/W17-2213]
LaTeCH-CLfL '17 Proceedings of the 11th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
[Konferenz- oder Workshop-Beitrag] , (2017)

Eger, Steffen ; Daxenberger, Johannes ; Gurevych, Iryna :
Neural End-to-End Learning for Computational Argumentation Mining.
[Online-Edition: http://aclweb.org/anthology/P17-1002]
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2017)

Arnold, Thomas ; Daxenberger, Johannes ; Weihe, Karsten ; Gurevych, Iryna :
Is Interaction More Important Than Individual Performance? A Study of Motifs in Wikia.
[Online-Edition: http://dl.acm.org/citation.cfm?id=3041021.3053362]
In: WWW '17 Companion . International World Wide Web Conferences Steering Committee
[Konferenz- oder Workshop-Beitrag] , (2017)

Daxenberger, Johannes ; Görke, Susanne ; Siahdohoni, Darjush ; Gurevych, Iryna ; Prechel, Doris :
Semantische Suche in Ausgestorbenen Sprachen: Eine Fallstudie für das Hethitische.
[Online-Edition: http://www.dhd2017.ch/wp-content/uploads/2017/03/Abstractban...]
DHd 2017 - Digitale Nachhaltigkeit: Konferenzabstracts
[Konferenz- oder Workshop-Beitrag] , (2017)

Arazy, Ofer ; Lifshitz-Assaf, Hila ; Nov, Oded ; Daxenberger, Johannes ; Balestra, Martina ; Cheshire, Coye :
On the "How" and "Why" of Emergent Role Behaviors in Wikipedia.
[Online-Edition: https://dl.acm.org/citation.cfm?id=2998317]
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing
[Konferenz- oder Workshop-Beitrag] , (2017)

2016

Arazy, Ofer ; Daxenberger, Johannes ; Lifshitz-Assaf, Hila ; Nov, Oded ; Gurevych, Iryna :
Turbulent Stability of Emergent Roles: The Dualistic Nature of Self-Organizing Knowledge Co-Production.
[Online-Edition: https://pubsonline.informs.org/doi/abs/10.1287/isre.2016.064...]
In: Information Systems Research, 27 (4) pp. 792-812.
[Artikel] , (2016)

Csanadi, Andras ; Daxenberger, Johannes ; Ghanem, Christian ; Kollar, Ingo ; Fischer, Frank ; Gurevych, Iryna :
Automated Text Classification to Capture Scientific Reasoning and Argumentation Processes in Different Professional Problem Solving Contexts.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
In: Twenty-sixth Annual Meeting of the Society for Text & Discourse, Kassel, Germany. Extended Abstract presented at the Twenty-sixth Annual Meeting of the Society for Text & Discourse
[Konferenz- oder Workshop-Beitrag] , (2016)

Lerner, Patrick ; Csanadi, Andras ; Daxenberger, Johannes ; Flekova, Lucie ; Ghanem, Christian ; Kollar, Ingo ; Fischer, Frank ; Gurevych, Iryna
Looi, C. K. ; Polman, J. L. ; Cress, U. ; Reimann, P. (eds.) :

A User Interface for the Exploration of Manually and Automatically Coded Scientific Reasoning and Argumentation.
[Online-Edition: https://repository.isls.org/bitstream/1/348/1/141.pdf]
Proceedings of the International Conference of the Learning Sciences (ICLS) 2016 International Society of the Learning Sciences
[Konferenz- oder Workshop-Beitrag] , (2016)

Arazy, Ofer ; Daxenberger, Johannes ; Lifshitz-Assaf, Hila ; Nov, Oded ; Gurevych, Iryna :
Emergent Roles in Self-Organizing Knowledge Co-Production: Turbulence and Stability.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
In: 2017 Collective Intelligence Conference, New York, NY, USA.
[Konferenz- oder Workshop-Beitrag] , (2016)

Habernal, Ivan ; Daxenberger, Johannes ; Gurevych, Iryna
Cress, Ulrike ; Moskaliuk, Johannes ; Jeong, Heisawn (eds.) :

Mass Collaboration on the Web: Textual Content Analysis by Means of Natural Language Processing.
[Online-Edition: http://doi.org/10.1007/978-3-319-13536-6_18]
In: Mass Collaboration and Education. Computer-Supported Collaborative Learning Series, 16. Springer International Publishing , pp. 367-390. ISBN 978-3-319-13535-9
[Buchkapitel] , (2016)

Daxenberger, Johannes :
The Writing Process in Online Mass Collaboration: NLP-Supported Approaches to Analyzing Collaborative Revision and User Interaction.
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/5225]
Technische Universität , Darmstadt
[Dissertation], (2015)

2014

Daxenberger, Johannes ; Ferschke, Oliver ; Gurevych, Iryna ; Zesch, Torsten
Toutanova, Kristina ; Wu, Hua (eds.) :

DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data.
[Online-Edition: http://aclweb.org/anthology/P14-5011]
Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2014)

Daxenberger, Johannes ; Gurevych, Iryna
Toutanova, Kristina ; Wu, Hua (eds.) :

Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia.
[Online-Edition: http://aclweb.org/anthology/P14-2031]
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2014)

2013

Daxenberger, Johannes ; Gurevych, Iryna
Yarowsky, David ; Baldwin, Timothy ; Korhonen, Anna ; Livescu, Karen ; Bethard, Steven (eds.) :

Automatically Classifying Edit Categories in Wikipedia Revisions.
[Online-Edition: http://www.aclweb.org/anthology/D13-1055]
Conference on Empirical Methods in Natural Language Processing (EMNLP 2013) Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2013)

Ferschke, Oliver ; Daxenberger, Johannes ; Gurevych, Iryna
Gurevych, Iryna ; Kim, Jungi (eds.) :

A Survey of NLP Methods and Resources for Analyzing the Collaborative Writing Process in Wikipedia.
[Online-Edition: http://link.springer.com/chapter/10.1007%2F978-3-642-35085-6...]
In: The People’s Web Meets NLP: Collaboratively Constructed Language Resources. Springer , pp. 121-160.
[Buchkapitel] , (2013)

2012

Daxenberger, Johannes ; Gurevych, Iryna :
A Corpus-Based Study of Edit Categories in Featured and Non-Featured Wikipedia Articles.
[Online-Edition: http://www.aclweb.org/anthology/C12-1044]
Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012)
[Konferenz- oder Workshop-Beitrag] , (2012)

Daxenberger, Johannes ; Ferschke, Oliver ; Gurevych, Iryna :
Wikipedia-based Corpora for Analyzing Revisions, Discussions and Text Quality in Collaborative Writing.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
In: Workshop on Non-standard Data Sources in Corpus-based Research, Cologne, Germany. Proceedings of the NOSDAC Workshop
[Konferenz- oder Workshop-Beitrag] , (2012)

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