The evolution of argumentation mining: From models to social media and emerging tools
Abstract Argumentation mining is a rising subject in the computational linguistics domain
focusing on extracting structured arguments from natural text, often from unstructured or …
focusing on extracting structured arguments from natural text, often from unstructured or …
Making sense of citizens' input through artificial intelligence: a review of methods for computational text analysis to support the evaluation of contributions in public …
Public sector institutions that consult citizens to inform decision-making face the challenge of
evaluating the contributions made by citizens. This evaluation has important democratic …
evaluating the contributions made by citizens. This evaluation has important democratic …
Towards argument mining for social good: A survey
EM Vecchi, N Falk, I Jundi… - Proceedings of the 59th …, 2021 - aclanthology.org
This survey builds an interdisciplinary picture of Argument Mining (AM), with a strong focus
on its potential to address issues related to Social and Political Science. More specifically …
on its potential to address issues related to Social and Political Science. More specifically …
Scientia potentia Est—on the role of knowledge in computational argumentation
Despite extensive research efforts in recent years, computational argumentation (CA)
remains one of the most challenging areas of natural language processing. The reason for …
remains one of the most challenging areas of natural language processing. The reason for …
Cross-lingual argumentation mining: Machine translation (and a bit of projection) is all you need!
Argumentation mining (AM) requires the identification of complex discourse structures and
has lately been applied with success monolingually. In this work, we show that the existing …
has lately been applied with success monolingually. In this work, we show that the existing …
Is your perspective also my perspective? enriching prediction with subjectivity
J Romberg - Proceedings of the 9th Workshop on Argument …, 2022 - aclanthology.org
Although argumentation can be highly subjective, the common practice with supervised
machine learning is to construct and learn from an aggregated ground truth formed from …
machine learning is to construct and learn from an aggregated ground truth formed from …
[PDF][PDF] Adapting serious game for fallacious argumentation to German: Pitfalls, insights, and best practices
I Habernal, P Pauli, I Gurevych - Proceedings of the Eleventh …, 2018 - aclanthology.org
As argumentation about controversies is culture-and language-dependent, porting a serious
game that deals with daily argumentation to another language requires substantial …
game that deals with daily argumentation to another language requires substantial …
Developing an incivility dictionary for German online discussions–a semi-automated approach combining human and artificial knowledge
Incivility in online discussions has become an important issue in political communication
research. Instruments and tools for the automated analysis of uncivil content, however, are …
research. Instruments and tools for the automated analysis of uncivil content, however, are …
Annotation for computational argumentation analysis: Issues and perspectives
Abstract Argumentation has long been studied in a number of disciplines, including several
branches of linguistics. In recent years, computational processing of argumentation has …
branches of linguistics. In recent years, computational processing of argumentation has …
Wearable Reasoner: towards enhanced human rationality through a wearable device with an explainable AI assistant
Human judgments and decisions are prone to errors in reasoning caused by factors such as
personal biases and external misinformation. We explore the possibility of enhanced …
personal biases and external misinformation. We explore the possibility of enhanced …