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cs.CL2026
CAF-Gen: A Multi-Agent System for Enriching Argumentation Structures
Jakub BÄ ba, JarosÅaw A. Chudziak
Formalizing complex reasoning from natural text is one of the central challenges in computational linguistics. It requires systems to understand not just keywords but also the cont…
cs.CL2026
Multi-Agent Dialectical Refinement for Enhanced Argument Classification
Jakub BÄ ba, JarosÅaw A. Chudziak
Argument Mining (AM) is a foundational technology for automated writing evaluation, yet traditional supervised approaches rely heavily on expensive, domain-specific fine-tuning. Wh…