Legal argument mining advances slowly because no structured way exists to represent arguments that balances rich legal theory with what computers can process, creating dilemmas in data standardization, modeling, and domain adaptation.
Caselaw using LLMs, arXiv:2603.08286 [cs.CL]
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Structural Dilemmas and Developmental Pathways of Legal Argument Mining in the Era of Artificial Intelligence
Legal argument mining advances slowly because no structured way exists to represent arguments that balances rich legal theory with what computers can process, creating dilemmas in data standardization, modeling, and domain adaptation.