An LLM pipeline converts natural-language arguments into abstract graphs of premises, conclusions, and support/attack/undercut relations, with manual and benchmark evaluations showing adequate recovery of structure.
Abstract dialectical frameworks.Proceedings of the Twelfth International Conference on Principles of Knowledge Representation and Reason- ing (KR 2010), pp
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An LLM-Based System for Argument Mining
An LLM pipeline converts natural-language arguments into abstract graphs of premises, conclusions, and support/attack/undercut relations, with manual and benchmark evaluations showing adequate recovery of structure.