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We explore the task of automatic assessment of argument quality.
Classification and clustering of arguments with contextualized word embeddings
Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, and Iryna Gurevych. 2019 · 1906
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A coefficient of agreement for nominal scales
Cohen. 1960 · 1960
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On Rhetoric: A Theory of Civic Discourse
Aristotle, G.A. Kennedy, and G.A. Kennedy. 1991 · 1991
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Argumentation Schemes
Douglas Walton, Chris Reed, and Fabrizio Macagno. 2008 · 2008
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Altruism and agents: an argumentation based approach to designing agent decision mechanisms , pages 1073 – 1080. Unknown Publisher
T Bench-Capon, K Atkinson, and Peter McBurney. 2009 · 2009
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Active learning literature survey
Burr Settles. 2009 · 2009
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Pairwise ranking aggregation in a crowdsourced setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, and Eric Horvitz. 2013 · 2013
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Learning whom to trust with MACE
Dirk Hovy, Taylor Berg-Kirkpatrick, Ashish Vaswani, and Eduard Hovy. 2013 · 2013
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Context dependent claim detection
Ran Levy, Yonatan Bilu, Daniel Hershcovich, Ehud Aharoni, and Noam Slonim. 2014 · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Annotating argument components and relations in persuasive essays
Christian Stab and Iryna Gurevych. 2014 · 2014
Cited alongside, same era.
Show me your evidence - an automatic method for context dependent evidence detection
Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni, and Noam Slonim. 2015 · 2015
Cited alongside, same era.
What makes a convincing argument? empirical analysis and detecting attributes of convincingness in web argumentation
Ivan Habernal and Iryna Gurevych. 2016a · 2016
Cited alongside, same era.
Argumentation mining: State of the art and emerging trends
Ebaluatoia: crowd evaluation for english–basque machine translation
Nora Aranberri, Gorka Labaka, Arantza Díaz de Ilarraza, and Kepa Sarasola. 2017 · 2017
Later among the works it cites.
Stance classification of context-dependent claims
Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, and Noam Slonim. 2017 · 2017
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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Know what you don’t know: Unanswerable questions for squad
Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018
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Finding convincing arguments using scalable bayesian preference learning
Edwin D Simpson and Iryna Gurevych. 2018 · 2018
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Marco Lippi and Paolo Torroni. 2016 · 2016
Cited alongside, same era.
Squad: 100,000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
Cited alongside, same era.
Proceedings of the third workshop on argument mining (argmining2016)
Chris Reed. 2016 · 2016
Cited alongside, same era.
Which argument is more convincing? analyzing and predicting convincingness of web arguments using bidirectional lstm
Ivan Habernal and Iryna Gurevych. 2016b
Cited in the paper.
Computational argumentation quality assessment in natural language
Henning Wachsmuth, Nona Naderi, Yufang Hou, Yonatan Bilu, Vinodkumar Prabhakaran, Tim Alberdingk Thijm, Graeme Hirst, and Benno Stein. 2017a
Cited in the paper.
Building an argument search engine for the web
Henning Wachsmuth, Martin Potthast, Khalid Al Khatib, Yamen Ajjour, Jana Puschmann, Jiani Qu, Jonas Dorsch, Viorel Morari, Janek Bevendorff, and Benno Stein. 2017b
Cited in the paper.
GLUE: A multi-task benchmark and analysis platform for natural language understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel R. Bowman. 2018 · 2018
Later among the works it cites.
Are you convinced? choosing the more convincing evidence with a Siamese network
Martin Gleize, Eyal Shnarch, Leshem Choshen, Lena Dankin, Guy Moshkowich, Ranit Aharonov, and Noam Slonim. 2019 · 2019
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