Legal Reasoning

14 papers with code • 2 benchmarks • 0 datasets

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Most implemented papers

Chain of Logic: Rule-Based Reasoning with Large Language Models

hazyresearch/legalbench 16 Feb 2024

We introduce a new prompting method, Chain of Logic, which elicits rule-based reasoning through decomposition (solving elements as independent threads of logic), and recomposition (recombining these sub-answers to resolve the underlying logical expression).

ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights

tumlegaltech/echr-pcr 31 Mar 2024

In common law jurisdictions, legal practitioners rely on precedents to construct arguments, in line with the doctrine of \emph{stare decisis}.

FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning

joelniklaus/lawinstruct 2 Apr 2024

In this work, we curate LawInstruct, a large legal instruction dataset, covering 17 jurisdictions, 24 languages and a total of 12M examples.