| GPT-4 Technical Report | Mar 15, 2023 | answerability predictionArithmetic Reasoning | CodeCode Available | 6 |
| DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services | Sep 20, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction | Oct 18, 2023 | Information RetrievalLegal Reasoning | CodeCode Available | 1 |
| LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain | Apr 2, 2024 | Argument MiningDecision Making | CodeCode Available | 1 |
| LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM | Feb 10, 2025 | Legal Reasoning | CodeCode Available | 1 |
| CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation | Feb 25, 2025 | Legal Reasoning | CodeCode Available | 1 |
| JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning | Feb 24, 2025 | Legal Reasoning | CodeCode Available | 1 |
| An Ontological AI-and-Law Framework for the Autonomous Levels of AI Legal Reasoning | Aug 4, 2020 | Legal Reasoning | —Unverified | 0 |
| Antitrust and Artificial Intelligence (AAI): Antitrust Vigilance Lifecycle and AI Legal Reasoning Autonomy | Dec 23, 2020 | Legal Reasoning | —Unverified | 0 |
| Argumentation Schemes for Blockchain Deanonymization | May 26, 2023 | Legal Reasoning | —Unverified | 0 |
| Artificial Intelligence and Legal Analysis: Implications for Legal Education and the Profession | Feb 4, 2025 | Legal Reasoning | —Unverified | 0 |
| Authorized and Unauthorized Practices of Law: The Role of Autonomous Levels of AI Legal Reasoning | Aug 19, 2020 | Legal Reasoning | —Unverified | 0 |
| AutoLAW: Augmented Legal Reasoning through Legal Precedent Prediction | Jun 30, 2021 | Legal ReasoningPrediction | —Unverified | 0 |
| Automated legal reasoning with discretion to act using s(LAW) | Jan 25, 2024 | BenchmarkingLegal Reasoning | —Unverified | 0 |
| Automated Reasoning for Robot Ethics | Feb 20, 2015 | EthicsLegal Reasoning | —Unverified | 0 |
| Automated Reasoning in Deontic Logic | Nov 18, 2014 | Legal ReasoningPhilosophy | —Unverified | 0 |
| Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology | Jun 19, 2024 | Legal ReasoningRetrieval | —Unverified | 0 |
| CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models | Jun 5, 2025 | Binary ClassificationLegal Reasoning | —Unverified | 0 |
| Aalap: AI Assistant for Legal & Paralegal Functions in India | Jan 30, 2024 | Legal Reasoning | —Unverified | 0 |
| Adaptively profiling models with task elicitation | Mar 3, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs) | Feb 6, 2024 | FairnessJurisprudence | —Unverified | 0 |
| AI and Legal Argumentation: Aligning the Autonomous Levels of AI Legal Reasoning | Sep 11, 2020 | Legal Reasoning | —Unverified | 0 |
| Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree | May 5, 2023 | FairnessLegal Reasoning | —Unverified | 0 |
| An Explicit Syllogistic Legal Reasoning Framework for Large Language Models | Apr 5, 2025 | Legal Reasoning | —Unverified | 0 |
| An Impact Model of AI on the Principles of Justice: Encompassing the Autonomous Levels of AI Legal Reasoning | Aug 26, 2020 | Legal Reasoning | —Unverified | 0 |
| Law to Binary Tree -- An Formal Interpretation of Legal Natural Language | Dec 16, 2022 | Decision MakingLegal Reasoning | —Unverified | 0 |
| An Argumentation-Based Legal Reasoning Approach for DL-Ontology | Sep 7, 2022 | Autonomous VehiclesLegal Reasoning | —Unverified | 0 |
| Legal Evalutions and Challenges of Large Language Models | Nov 15, 2024 | Legal Reasoning | —Unverified | 0 |
| Legal Judgment Prediction (LJP) Amid the Advent of Autonomous AI Legal Reasoning | Sep 29, 2020 | Legal Reasoning | —Unverified | 0 |
| Legal Prompting: Teaching a Language Model to Think Like a Lawyer | Dec 2, 2022 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Legal Sentiment Analysis and Opinion Mining (LSAOM): Assimilating Advances in Autonomous AI Legal Reasoning | Oct 2, 2020 | Legal ReasoningOpinion Mining | —Unverified | 0 |
| LEXam: Benchmarking Legal Reasoning on 340 Law Exams | May 19, 2025 | BenchmarkingLegal Reasoning | —Unverified | 0 |
| Logical Lease Litigation: Prolog and LLMs for Rental Law Compliance in New York | Feb 13, 2025 | Legal ReasoningLogical Reasoning | —Unverified | 0 |
| Multidimensionality of Legal Singularity: Parametric Analysis and the Autonomous Levels of AI Legal Reasoning | Aug 24, 2020 | Legal Reasoning | —Unverified | 0 |
| New Algebraic Normative Theories for Ethical and Legal Reasoning in the LogiKEy Framework | Jul 25, 2021 | Legal Reasoning | —Unverified | 0 |
| Non-Determinism and the Lawlessness of Machine Learning Code | Jun 23, 2022 | Legal Reasoning | —Unverified | 0 |
| PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation? | Mar 20, 2024 | Abstractive Text SummarizationContinual Pretraining | —Unverified | 0 |
| Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies | Aug 26, 2016 | Fault localizationLegal Reasoning | —Unverified | 0 |
| Robustness and Overcoming Brittleness of AI-Enabled Legal Micro-Directives: The Role of Autonomous Levels of AI Legal Reasoning | Aug 31, 2020 | Legal Reasoning | —Unverified | 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 | Nov 1, 2021 | Information RetrievalLegal Reasoning | —Unverified | 0 |
| SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning | Apr 26, 2025 | Data AugmentationLegal Reasoning | —Unverified | 0 |
| The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning | Sep 21, 2020 | Legal ReasoningOpen-Ended Question Answering | —Unverified | 0 |
| Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law | Feb 24, 2025 | Legal ReasoningNatural Language Understanding | —Unverified | 0 |
| Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? | Jun 16, 2024 | AllLegal Reasoning | —Unverified | 0 |
| Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning | Aug 18, 2020 | Legal Reasoning | —Unverified | 0 |
| Using Argumentation Schemes to Model Legal Reasoning | Oct 1, 2022 | Legal Reasoningmodel | —Unverified | 0 |
| Using LLMs to Discover Legal Factors | Oct 10, 2024 | Legal Reasoning | —Unverified | 0 |
| When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning | Jun 4, 2025 | ClusteringFairness | —Unverified | 0 |
| Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases | Feb 1, 2023 | ArticlesDomain Adaptation | —Unverified | 0 |
| Continual Pre-Training is (not) What You Need in Domain Adaption | Apr 18, 2025 | Decision MakingDomain Adaptation | —Unverified | 0 |
