HKJudge is a new ~290k-sentence expert-annotated corpus of Hong Kong criminal judgments with 26 rhetorical roles and 3 sentencing elements, plus benchmarks on classification and extraction tasks.
Caselaw using LLMs, arXiv:2603.08286 [cs.CL]
2 Pith papers cite this work. Polarity classification is still indexing.
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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.
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HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule
HKJudge is a new ~290k-sentence expert-annotated corpus of Hong Kong criminal judgments with 26 rhetorical roles and 3 sentencing elements, plus benchmarks on classification and extraction tasks.
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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.