2018

ArgumenText: Searching for Arguments in Heterogeneous Sources


Christian Stab, Johannes Daxenberger, Chris Stahlhut, Tristan Miller, Benjamin Schiller, Christopher Tauchmann, Steffen Eger, Iryna Gurevych

Association for Computational Linguistics, New Orleans, LA, USA, to appear

ArgumenText: Searching for Arguments in Heterogeneous Sources. In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Demo).

Multi-Task Learning for Argumentation Mining in Low-Resource Settings


Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse, Iryna Gurevych

Association for Computational Linguistics, New Orleans, LA, USA, to appear

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.

Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks


Christian Stab, Tristan Miller, Iryna Gurevych. 2018.

arxiv preprint: arXiv:1802.05758

Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks. Arxiv Preprint.

2017

What is the essence of a claim?


Johannes Daxenberger, Steffen Eger, Ivan Habernal, Christian Stab, and Iryna Gurevych. 2017.

Association for Computational Linguistics, Copenhagen, Denmark, pages 2045–2056.

What is the essence of a claim? Cross-domain claim identification. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing.

Neural end-to-end learning for computational argumentation mining.


Steffen Eger, Johannes Daxenberger, and Iryna Gurevych. 2017.

Association for Computational Linguistics, Vancouver, Canada, pages 11–22.

Neural end-to-end learning for computational argumentation mining. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Parsing argumentation structures in persuasive essays.


Christian Stab and Iryna Gurevych. 2017.

Computational Linguistics 43(3):619–659.

Parsing argumentation structures in persuasive essays.

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