LePREC combines LLM-generated analytical QA factors with sparse linear classification to achieve 30-40% better precision than pure LLMs in identifying relevant legal issues from court cases.
The Sessions Court ruled that the LAD calculation should commence from the signing of the sales and purchase agreement
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LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues
LePREC combines LLM-generated analytical QA factors with sparse linear classification to achieve 30-40% better precision than pure LLMs in identifying relevant legal issues from court cases.