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Argument mining: A survey
Argument mining is the automatic identification and extraction of the structure of inference
and reasoning expressed as arguments presented in natural language. Understanding …
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 …
area of research since the inception of the argument mining field. However, there has been …
Argument mining on Twitter: A survey
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 …
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 …
search and summarization. While studies on argument (ation) mining have proposed …
Annotating argument schemes
Argument schemes are abstractions substantiating the inferential connection between
premise (s) and conclusion in argumentative communication. Identifying such conventional …
premise (s) and conclusion in argumentative communication. Identifying such conventional …
Analyzing the persuasive effect of style in news editorial argumentation
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 …
readers with different ideologies. Previous research has investigated such persuasive …
Thirty years of Artificial Intelligence and Law: the second decade
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 …
provides commentaries on nine significant papers drawn from the Journal's second decade …
End-to-end argumentation knowledge graph construction
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 …
intended to support argument synthesis, argumentative question answering, or fake news …
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges
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 …
linguistics, from the law to computer science and artificial intelligence. In discourse analysis …
Building social media observatories for monitoring online opinion dynamics
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 …
However, harvesting and analyzing the sheer overload of data that is produced by these …