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 coordinate 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)
  • Lukas Lehmann (BA thesis)
  • 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)
  • Daniel Wehner (MA thesis)
  • Ute Winchenbach (MA thesis)
  • Balaji Veradhan (MA thesis, external)
  • Liane Vogel (student helper)

Teaching

I teach or have been teaching

Publications

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Gruppiere nach: Publikationsjahr | Typ des Eintrags | Keine Gruppierung
Springe zu: 2019 | 2018 | 2017 | 2016 | 2014 | 2013 | 2012
Anzahl der Einträge: 29.

2019

Reimers, Nils ; Schiller, Benjamin ; Beck, Tilman ; Daxenberger, Johannes ; Stab, Christian ; Gurevych, Iryna (2019):
Classification and Clustering of Arguments with Contextualized Word Embeddings.
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), In: The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, 28.07.2019--02.08.2019, [Konferenzveröffentlichung]

Trautmann, Dietrich ; Daxenberger, Johannes ; Stab, Christian ; Schütze, Hinrich ; Gurevych, Iryna (2019):
Robust Argument Unit Recognition and Classification.
In: CoRR, abs/1904.09688, [Online-Edition: https://arxiv.org/abs/1904.09688],
[Artikel]

Maurer, Marcus ; Daxenberger, Johannes ; Orlikowski, Matthias ; Gurevych, Iryna (2019):
Argument Mining: A new method for automated text analysis and its application in communication science.
In: Dynamische Prozesse in der Kommunikationswissenschaft: Methodische Herausforderungen, Hamburg, Germany, Werner Wirth GmbH, [Buchkapitel]

2018

Daxenberger, Johannes ; Ziegele, Marc ; Gurevych, Iryna ; Quiring, Oliver (2018):
Automatically Detecting Incivility in Online Discussions of News Media.
In: Proceedings of the 14th eScience IEEE International Conference, In: The 14th eScience IEEE International Conference, Amsterdam, Netherlands, 29.10.2018--01.11.2018, [Online-Edition: https://public.ukp.informatik.tu-darmstadt.de/UKP_Webpage/pu...],
[Konferenzveröffentlichung]

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

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

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

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

Daxenberger, Johannes ; Csanadi, Andras ; Ghanem, Christian ; Kollar, Ingo ; Gurevych, Iryna
Fischer, Frank ; Chinn, Clark ; Engelmann, Katharina ; Osborne, Jonathan (Hrsg.) (2018):
Domain-Specific Aspects of Scientific Reasoning and Argumentation: Insights from Automatic Coding.
In: Scientific Reasoning and Argumentation: The Roles of Domain-Specific and Domain-General Knowledge, Taylor & Francis, S. 34-55, [Online-Edition: https://www.taylorfrancis.com/books/e/9781351400435],
[Buchkapitel]

2017

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

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

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

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

Eger, Steffen ; Daxenberger, Johannes ; Gurevych, Iryna (2017):
Neural End-to-End Learning for Computational Argumentation Mining.
In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), Association for Computational Linguistics, Vancouver, Canada, Volume 1: Long Papers, [Online-Edition: http://aclweb.org/anthology/P17-1002],
[Konferenzveröffentlichung]

Arnold, Thomas ; Daxenberger, Johannes ; Weihe, Karsten ; Gurevych, Iryna (2017):
Is Interaction More Important Than Individual Performance? A Study of Motifs in Wikia.
In: Proceedings of the 26th International Conference Companion on World Wide Web, International World Wide Web Conferences Steering Committee, Perth, Australia, In: WWW '17 Companion, [Online-Edition: http://dl.acm.org/citation.cfm?id=3041021.3053362],
[Konferenzveröffentlichung]

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

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

2016

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

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

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

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

Habernal, Ivan ; Daxenberger, Johannes ; Gurevych, Iryna
Cress, Ulrike ; Moskaliuk, Johannes ; Jeong, Heisawn (Hrsg.) (2016):
Mass Collaboration on the Web: Textual Content Analysis by Means of Natural Language Processing.
In: Mass Collaboration and Education, Springer International Publishing, S. 367-390, DOI: 10.1007/978-3-319-13536-6_18,
[Online-Edition: http://doi.org/10.1007/978-3-319-13536-6_18],
[Buchkapitel]

Daxenberger, Johannes (2016):
The Writing Process in Online Mass Collaboration: NLP-Supported Approaches to Analyzing Collaborative Revision and User Interaction.
Darmstadt, Technische Universität, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/5225],
[Dissertation]

2014

Daxenberger, Johannes ; Ferschke, Oliver ; Gurevych, Iryna ; Zesch, Torsten
Toutanova, Kristina ; Wu, Hua (Hrsg.) (2014):
DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data.
In: Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, Baltimore, MD, USA, [Online-Edition: http://aclweb.org/anthology/P14-5011],
[Konferenzveröffentlichung]

Daxenberger, Johannes ; Gurevych, Iryna
Toutanova, Kristina ; Wu, Hua (Hrsg.) (2014):
Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia.
In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Association for Computational Linguistics, Baltimore, MD, USA, [Online-Edition: http://aclweb.org/anthology/P14-2031],
[Konferenzveröffentlichung]

2013

Daxenberger, Johannes ; Gurevych, Iryna
Yarowsky, David ; Baldwin, Timothy ; Korhonen, Anna ; Livescu, Karen ; Bethard, Steven (Hrsg.) (2013):
Automatically Classifying Edit Categories in Wikipedia Revisions.
In: Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), Association for Computational Linguistics, Seattle, WA, USA, [Online-Edition: http://www.aclweb.org/anthology/D13-1055],
[Konferenzveröffentlichung]

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

2012

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

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

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