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

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

11 April 2018

Johannes Daxenberger

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Papers citing "Multi-Task Learning for Argumentation Mining in Low-Resource Settings"

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Title
Multi-Task Learning Improves Performance In Deep Argument Mining Models Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 43 1 0 03 Jul 2023
Transfer Learning of Lexical Semantic Families for Argumentative Discourse Units Identification João Rodrigues Ruben Branco António Branco 51 0 0 06 Sep 2022
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? Subhabrata Dutta Jeevesh Juneja Dipankar Das Tanmoy Chakraborty 70 17 0 24 Mar 2022
Multi-Task and Multi-Corpora Training Strategies to Enhance Argumentative Sentence Linking Performance Jan Wira Gotama Putra Simone Teufel T. Tokunaga LRM 50 7 0 27 Sep 2021
Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation Anne Lauscher Henning Wachsmuth Iryna Gurevych Goran Glavaš 97 33 0 01 Jul 2021
"Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays Tariq Alhindi Debanjan Ghosh 37 14 0 08 Mar 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 104 18 0 11 Feb 2021
Assessing the Helpfulness of Review Content for Explaining Recommendations Diana C. Hernandez-Bocanegra J. Ziegler 24 0 0 13 Oct 2020
PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry T. Haider Steffen Eger Evgeny Kim Roman Klinger Winfried Menninghaus 97 32 0 17 Mar 2020
Stance Detection Benchmark: How Robust Is Your Stance Detection? Benjamin Schiller Johannes Daxenberger Iryna Gurevych 94 98 0 06 Jan 2020
Argument Component Classification for Classroom Discussions Luca Lugini Diane Litman 35 23 0 06 Sep 2019
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set Katharina Kann Kyunghyun Cho Samuel R. Bowman 56 44 0 04 Sep 2019
The evolution of argumentation mining: From models to social media and emerging tools A. Lytos T. Lagkas Panagiotis G. Sarigiannidis Kalina Bontcheva 56 51 0 04 Jul 2019
Argument Mining for Understanding Peer Reviews Xinyu Hua M. Nikolov Nikhil Badugu Lu Wang LRM 68 82 0 25 Mar 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 69 76 0 09 Jan 2019
The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech Aparna Balagopalan Jekaterina Novikova Frank Rudzicz Marzyeh Ghassemi 59 21 0 29 Nov 2018
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! Steffen Eger Johannes Daxenberger Christian Stab Iryna Gurevych 74 50 0 24 Jul 2018