SOTAVerified

Legal Reasoning

Papers

Showing 2650 of 92 papers

TitleStatusHype
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
Investigating the Shortcomings of LLMs in Step-by-Step Legal ReasoningCode0
Artificial Intelligence and Legal Analysis: Implications for Legal Education and the Profession0
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains0
Legal Evalutions and Challenges of Large Language Models0
LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights0
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal ReasoningCode0
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsCode0
Using LLMs to Discover Legal Factors0
KRAG Framework for Enhancing LLMs in the Legal Domain0
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent CollaborationCode0
LegiLM: A Fine-Tuned Legal Language Model for Data ComplianceCode0
LAPIS: Language Model-Augmented Police Investigation System0
LeKUBE: A Legal Knowledge Update BEnchmarkCode0
Formalising Anti-Discrimination Law in Automated Decision Systems0
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology0
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?0
Explainable machine learning multi-label classification of Spanish legal judgements0
Software Engineering Methods For AI-Driven Deductive Legal ReasoningCode0
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human RightsCode0
PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation?0
Chain of Logic: Rule-Based Reasoning with Large Language ModelsCode0
Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)0
Aalap: AI Assistant for Legal & Paralegal Functions in India0
Automated legal reasoning with discretion to act using s(LAW)0
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Benchmark Results

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