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Zlata Kikteva

2 accepted papers

2025

Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining

COLING 2025main

Traditionally, argument mining research has approached the task of automatic identification of argument structures by using existing definitions of what constitutes an argument, while leaving the equally important matter of what does not qualify as an argument unaddressed. With the ability to distin…

Cited by 0SourcePDFScholar
2025

Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue

ACL 2025long

Argumentation scheme mining is the task of automatically identifying reasoning mechanisms behind argument inferences. These mechanisms provide insights into underlying argument structures and guide the assessment of natural language arguments. Research on argumentation scheme mining, however, has al…

Cited by 0SourcePDFScholar