Argument mining: A survey

J Lawrence, C Reed - Computational Linguistics, 2020 - direct.mit.edu
Argument mining is the automatic identification and extraction of the structure of inference
and reasoning expressed as arguments presented in natural language. Understanding …

Mining legal arguments in court decisions

I Habernal, D Faber, N Recchia, S Bretthauer… - Artificial Intelligence and …, 2024 - Springer
Identifying, classifying, and analyzing arguments in legal discourse has been a prominent
area of research since the inception of the argument mining field. However, there has been …

Argument mining on Twitter: A survey

R Schaefer, M Stede - it-Information Technology, 2021 - degruyter.com
In the last decade, the field of argument mining has grown notably. However, only relatively
few studies have investigated argumentation in social media and specifically on Twitter …

End-to-end argument mining with cross-corpora multi-task learning

G Morio, H Ozaki, T Morishita, K Yanai - Transactions of the …, 2022 - direct.mit.edu
Mining an argument structure from text is an important step for tasks such as argument
search and summarization. While studies on argument (ation) mining have proposed …

Annotating argument schemes

J Visser, J Lawrence, C Reed, J Wagemans… - … through languages and …, 2020 - Springer
Argument schemes are abstractions substantiating the inferential connection between
premise (s) and conclusion in argumentative communication. Identifying such conventional …

Analyzing the persuasive effect of style in news editorial argumentation

R El Baff, H Wachsmuth, K Al Khatib, B Stein - 2020 - elib.dlr.de
News editorials argue about political issues in order to challenge or reinforce the stance of
readers with different ideologies. Previous research has investigated such persuasive …

Thirty years of Artificial Intelligence and Law: the second decade

G Sartor, M Araszkiewicz, K Atkinson, F Bex… - Artificial Intelligence and …, 2022 - Springer
The first issue of Artificial Intelligence and Law journal was published in 1992. This paper
provides commentaries on nine significant papers drawn from the Journal's second decade …

End-to-end argumentation knowledge graph construction

K Al-Khatib, Y Hou, H Wachsmuth, C Jochim… - Proceedings of the …, 2020 - ojs.aaai.org
This paper studies the end-to-end construction of an argumentation knowledge graph that is
intended to support argument synthesis, argumentative question answering, or fake news …

Argumentation models and their use in corpus annotation: Practice, prospects, and challenges

HL Cardoso, R Sousa-Silva, P Carvalho… - Natural Language …, 2023 - cambridge.org
The study of argumentation is transversal to several research domains, from philosophy to
linguistics, from the law to computer science and artificial intelligence. In discourse analysis …

Building social media observatories for monitoring online opinion dynamics

T Willaert, P Van Eecke, K Beuls… - Social Media+ …, 2020 - journals.sagepub.com
Social media house a trove of relevant information for the study of online opinion dynamics.
However, harvesting and analyzing the sheer overload of data that is produced by these …