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Legal Reasoning

Papers

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Showing 51–92 of 92 papers

TitleStatusHype
Robustness and Overcoming Brittleness of AI-Enabled Legal Micro-Directives: The Role of Autonomous Levels of AI Legal Reasoning—0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning—0
The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning—0
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law—0
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?—0
Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning—0
Using Argumentation Schemes to Model Legal Reasoning—0
Using LLMs to Discover Legal Factors—0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning—0
Aalap: AI Assistant for Legal & Paralegal Functions in India—0
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases—0
Adaptively profiling models with task elicitation—0
Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)—0
AI and Legal Argumentation: Aligning the Autonomous Levels of AI Legal Reasoning—0
Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree—0
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models—0
An Impact Model of AI on the Principles of Justice: Encompassing the Autonomous Levels of AI Legal Reasoning—0
An Ontological AI-and-Law Framework for the Autonomous Levels of AI Legal Reasoning—0
Antitrust and Artificial Intelligence (AAI): Antitrust Vigilance Lifecycle and AI Legal Reasoning Autonomy—0
Argumentation Schemes for Blockchain Deanonymization—0
Artificial Intelligence and Legal Analysis: Implications for Legal Education and the Profession—0
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
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
Exploring the psychology of LLMs' Moral and Legal Reasoning—0
Formalising Anti-Discrimination Law in Automated Decision Systems—0
IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders—0
KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding—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