SOTAVerified

Legal Reasoning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–92 of 92 papers

TitleStatusHype
Authorized and Unauthorized Practices of Law: The Role of Autonomous Levels of AI Legal Reasoning—0
AutoLAW: Augmented Legal Reasoning through Legal Precedent Prediction—0
Automated legal reasoning with discretion to act using s(LAW)—0
Automated Reasoning for Robot Ethics—0
Automated Reasoning in Deontic Logic—0
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology—0
Chain of Logic: Rule-Based Reasoning with Large Language Models—0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models—0
Continual Pre-Training is (not) What You Need in Domain Adaption—0
Deconstructing Legal Text_Object Oriented Design in Legal Adjudication—0
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains—0
Modelling Value-oriented Legal Reasoning in LogiKEy—0
Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models—0
Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications—0
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond—0
Explainable machine learning multi-label classification of Spanish legal judgements—0
Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea—0
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All datasetsLegalBench (Issue-spotting)LegalBench (Rule-recall)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy82.9—Unverified
2GPT-3.5Balanced Accuracy60.9—Unverified
3Claude-1Balanced Accuracy58.1—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy59.2—Unverified