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Fusion weighted features and BiLSTM-attention model for argument mining of EFL writing [PDF]
Frontiers in Psychology, 2023 Argument mining (AM), an emerging field in natural language processing (NLP), aims to automatically extract arguments and the relationships between them in texts. In this study, we propose a new method for argument mining of argumentative essays.
Jincai Yang, Meng Zheng, Yingliang Liu
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Performance analysis of large language models in the domain of legal argument mining [PDF]
Frontiers in Artificial Intelligence, 2023 Generative pre-trained transformers (GPT) have recently demonstrated excellent performance in various natural language tasks. The development of ChatGPT and the recently released GPT-4 model has shown competence in solving complex and higher-order ...
Abdullah Al Zubaer +3 more
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Argument mining as rapid screening tool of COVID-19 literature quality: Preliminary evidence [PDF]
Frontiers in Public Health, 2022 BackgroundThe COVID-19 pandemic prompted the scientific community to share timely evidence, also in the form of pre-printed papers, not peer reviewed yet.PurposeTo develop an artificial intelligence system for the analysis of the scientific literature by
Gianfranco Brambilla +9 more
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Argument Mining: A Survey [PDF]
Computational Linguistics, 2020 Argument mining is the automatic identification and extraction of the structure of inference and reasoning expressed as arguments presented in natural language.
Lawrence, John, Reed, Chris
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Argument Mining Using Argumentation Scheme Structures [PDF]
, 2016 Argumentation schemes are patterns of human reasoning which have been detailed extensively in philosophy and psychology. In this paper we demonstrate that the structure of such schemes can provide rich information to the task of automatically identify ...
Lawrence, John, Reed, Chris
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Research Advances in Argument Mining [PDF]
Nongye tushu qingbao xuebao, 2023 [Purpose/Significance] Argument mining, a research hotspot in the field of computational linguistics, provides machine processable structured data for computational models of argument. Argument mining tasks are closely related to artificial intelligence (
LI Jiao, ZHAO Ruixue, XIAN Guojian, HUANG Yongwen, SUN Tan
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Argument mining: A machine learning perspective [PDF]
, 2015 Argument mining has recently become a hot topic, attracting the interests of several and diverse research communities, ranging from artificial intelligence, to computational linguistics, natural language processing, social and philosophical sciences.
A Peldszus +22 more
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RuArg-2022: Argument Mining Evaluation
Computational Linguistics and Intellectual Technologies, 2022 Argumentation analysis is a field of computational linguistics that studies methods for extracting arguments from texts and the relationships between them, as well as building argumentation structure of texts. This paper is a report of the organizers on the first competition of argumentation analysis systems dealing with Russian language texts within ...
Kotelnikov E +3 more
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Perception and argumentation in the LK-99 superconductivity controversy: a sentiment and argument mining analysis [PDF]
Scientific ReportsThe announcement of LK-99 as a potential room-temperature, ambient-pressure superconductor sparked widespread debate across both traditional news outlets and social media platforms.
Eunhye Kim, Wei Luo, Hunkoog Jho
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Argumentation Mining in User-Generated Web Discourse
Computational Linguistics, 2016 The goal of argumentation mining, an evolving research field in computational linguistics, is to design methods capable of analyzing people's argumentation. In this article, we go beyond the state of the art in several ways.
Ivan Habernal, Iryna Gurevych
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