[
  {
    "id": "Bommarito2009ExploringRelationshipsBetweenLegalConcepts",
    "type": "article-journal",
    "title": "Exploring Relationships between Legal Concepts in the United States Supreme Court",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2009]] },
    "container-title": "SSRN",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1814169"
  },
  {
    "id": "Bommarito2009LawAsASeamlessWeb",
    "type": "article-journal",
    "title": "Law as a seamless web? Comparison of various network representations of the United States Supreme Court corpus (1791-2005)",
    "author": [
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Katz", "given": "D." },
      { "family": "Zelner", "given": "J." }
    ],
    "issued": { "date-parts": [[2009]] },
    "container-title": "Proceedings of the 12th International Conference on Artificial Intelligence and Law",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1419525"
  },
  {
    "id": "BommaritoII2009PropertiesOfTheUnitedStates",
    "type": "article-journal",
    "title": "Properties of the United States Code citation network",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2009]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/0911.1751"
  },
  {
    "id": "BommaritoII2010AMathematicalApproachToThe",
    "type": "article-journal",
    "title": "A mathematical approach to the study of the United States Code",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2010]] },
    "container-title": "Physica A: Statistical Mechanics and its Applications",
    "URL": "https://arxiv.org/abs/1003.4146"
  },
  {
    "id": "Bommarito2010AnEmpiricalSurveyOfThe",
    "type": "article-journal",
    "title": "An Empirical Survey of the Population of US Tax Court Written Decisions",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2010]] },
    "container-title": "Virginia Tax Review",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1441007"
  },
  {
    "id": "BommaritoII2010BuildingTheUnitedStatesSupreme",
    "type": "article-journal",
    "title": "Building the United States Supreme Court Disposition Corpus 1791-2009",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2010]] },
    "container-title": "Linguistic Data Consortium",
    "URL": "https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/bommarito-katz2010.pdf"
  },
  {
    "id": "BommaritoII2010DistanceMeasuresForDynamicCitation",
    "type": "article-journal",
    "title": "Distance measures for dynamic citation networks",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Zelner", "given": "J. L." },
      { "family": "Fowler", "given": "J. H." }
    ],
    "issued": { "date-parts": [[2010]] },
    "container-title": "Physica A: Statistical Mechanics and its Applications",
    "URL": "https://arxiv.org/abs/0909.1819"
  },
  {
    "id": "Bommarito2010IntradayCorrelationPatternsBetweenThe",
    "type": "article-journal",
    "title": "Intraday Correlation Patterns between the S&P 500 and Sector Indices",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2010]] },
    "container-title": "SSRN",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1677915"
  },
  {
    "id": "BommaritoII2010OnTheStabilityOfCommunity",
    "type": "article-journal",
    "title": "On the stability of community detection algorithms on longitudinal citation data",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Zelner", "given": "J. L." }
    ],
    "issued": { "date-parts": [[2010]] },
    "container-title": "Procedia-Social and Behavioral Sciences",
    "URL": "https://arxiv.org/abs/0908.0449"
  },
  {
    "id": "Bommarito2010TheRaceToTheBund",
    "type": "article-journal",
    "title": "The Race to the Bund: Aggregate European and State-Level Integration from the EEC to Present",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2010]] },
    "container-title": "SSRN",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1814110"
  },
  {
    "id": "Duran2011AProfitableTradingAndRisk",
    "type": "article-journal",
    "title": "A profitable trading and risk management strategy despite transaction costs",
    "author": [
      { "family": "Duran", "given": "A." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2011]] },
    "container-title": "Quantitative Finance",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1509811"
  },
  {
    "id": "II2011LawComputation",
    "type": "article-journal",
    "title": "Law ? Computation",
    "author": [{ "literal": "Michael J. Bommarito II" }],
    "issued": { "date-parts": [[2011]] },
    "container-title": "University of Houston Law and Computation Workshop",
    "URL": "https://s3.us-east-1.amazonaws.com/michaelbommarito.com/papers/2011_University_of_Houston_Law_and_Computation_Workshop.pdf"
  },
  {
    "id": "Katz2011LegalNGramsASimple",
    "type": "article-journal",
    "title": "Legal n-grams? A simple approach to track the 'evolution' of legal language",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Seaman", "given": "J." },
      { "family": "Candeub", "given": "A." },
      { "family": "Agichtein", "given": "E." }
    ],
    "issued": { "date-parts": [[2011]] },
    "container-title": "Proceedings of JURIX 2011",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1971953"
  },
  {
    "id": "Katz2011ReproductionOfHierarchyASocial",
    "type": "article-journal",
    "title": "Reproduction of hierarchy? A social network analysis of the American law professoriate",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Gubler", "given": "J. R." },
      { "family": "Zelner", "given": "J." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2011]] },
    "container-title": "Journal of Legal Education",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1352656"
  },
  {
    "id": "Agrawal2013InteractionsBetweenOrganizationsAndNetworks",
    "type": "article-journal",
    "title": "Interactions between organizations and networks in common-pool resource governance",
    "author": [
      { "family": "Agrawal", "given": "A." },
      { "family": "Brown", "given": "D. G." },
      { "family": "Rao", "given": "G." },
      { "family": "Riolo", "given": "R." },
      { "family": "Robinson", "given": "D. T." },
      { "family": "Bommarito II", "given": "M." }
    ],
    "issued": { "date-parts": [[2013]] },
    "container-title": "Environmental Science & Policy",
    "URL": "https://www.sciencedirect.com/science/article/abs/pii/S1462901112001372"
  },
  {
    "id": "Katz2014MeasuringTheComplexityOfThe",
    "type": "article-journal",
    "title": "Measuring the complexity of the law: the United States Code",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2014]] },
    "container-title": "Artificial Intelligence and Law",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2307352"
  },
  {
    "id": "Katz2015LawOnTheMarketEvaluating",
    "type": "article-journal",
    "title": "Law on the market? Evaluating the securities market impact of Supreme Court decisions",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Soellinger", "given": "T." },
      { "family": "Chen", "given": "J. M." }
    ],
    "issued": { "date-parts": [[2015]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/1508.05751"
  },
  {
    "id": "Poast2015TheElectronicWorldTreatyIndex",
    "type": "article-journal",
    "title": "The Electronic World Treaty Index: Collecting the Population of International Agreements in the 20th Century",
    "author": [
      { "family": "Poast", "given": "P." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2015]] },
    "container-title": "SSRN",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2652760"
  },
  {
    "id": "Candeub2015UnderstandingTheFederalCommunicationCommission",
    "type": "article-journal",
    "title": "Understanding the Federal Communication Commission's Policy-Making Using Big Data",
    "author": [
      { "family": "Candeub", "given": "A." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2015]] },
    "container-title": "TPRC 43: The 43rd Research Conference on Communication, Information and Internet Policy",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2588092"
  },
  {
    "id": "Katz2016LegalAnalyticsCourse",
    "type": "article-journal",
    "title": "Legal analytics course",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2016]] },
    "container-title": "Course Materials",
    "URL": "https://computationallegalstudies.com/2015/01/16/legal-analytics-introduction-course-professors-daniel-martin-katz-michael-j-bommarito/",
    "keyword": "legal analytics, machine learning, legal education"
  },
  {
    "id": "Katz2017AGeneralApproachForPredicting",
    "type": "article-journal",
    "title": "A general approach for predicting the behavior of the Supreme Court of the United States",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Blackman", "given": "J." }
    ],
    "issued": { "date-parts": [[2017]] },
    "container-title": "PLoS One",
    "URL": "https://arxiv.org/abs/1407.6333"
  },
  {
    "id": "Katz2017CrowdsourcingAccuratelyAndRobustlyPredicts",
    "type": "article-journal",
    "title": "Crowdsourcing accurately and robustly predicts Supreme Court decisions",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Blackman", "given": "J." }
    ],
    "issued": { "date-parts": [[2017]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/1712.03846"
  },
  {
    "id": "Ruhl2017HarnessingLegalComplexity",
    "type": "article-journal",
    "title": "Harnessing legal complexity",
    "author": [
      { "family": "Ruhl", "given": "J.B." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2017]] },
    "container-title": "Science",
    "URL": "https://www.science.org/doi/abs/10.1126/science.aag3013"
  },
  {
    "id": "BommaritoII2017MeasuringAndModelingTheUs",
    "type": "article-journal",
    "title": "Measuring and modeling the US regulatory ecosystem",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2017]] },
    "container-title": "Journal of Statistical Physics",
    "URL": "https://arxiv.org/abs/1612.09244"
  },
  {
    "id": "Bommarito2018OpenedgarOpenSourceSoftwareFor",
    "type": "article-journal",
    "title": "OpenEDGAR: Open source software for SEC EDGAR analysis",
    "author": [
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Detterman", "given": "E. M." }
    ],
    "issued": { "date-parts": [[2018]] },
    "container-title": "MIT Computational Law Report",
    "URL": "https://arxiv.org/abs/1806.04973"
  },
  {
    "id": "BommaritoII2018SpectralAnalysisOfTimeDependent",
    "type": "article-journal",
    "title": "Spectral analysis of time-dependent market-adjusted return correlation matrix",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Duran", "given": "A." }
    ],
    "issued": { "date-parts": [[2018]] },
    "container-title": "Physica A: Statistical Mechanics and its Applications",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1672897"
  },
  {
    "id": "Bommarito2019AnEmpiricalAnalysisOfThe",
    "type": "article-journal",
    "title": "An empirical analysis of the Python Package Index (PyPI)",
    "author": [
      { "family": "Bommarito", "given": "E." },
      { "family": "Bommarito", "given": "M." }
    ],
    "issued": { "date-parts": [[2019]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/1907.11073"
  },
  {
    "id": "Lee2020SensitivityOfCollectiveOutcomesIdentifies",
    "type": "article-journal",
    "title": "Sensitivity of collective outcomes identifies pivotal components",
    "author": [
      { "family": "Lee", "given": "E. D." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Ginsparg", "given": "P. H." }
    ],
    "issued": { "date-parts": [[2020]] },
    "container-title": "Journal of The Royal Society Interface",
    "URL": "https://arxiv.org/abs/1909.10117"
  },
  {
    "id": "Bommarito2021AnEmpiricalAnalysisOfThe",
    "type": "article-journal",
    "title": "An empirical analysis of the R package ecosystem",
    "author": [
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Bommarito", "given": "E." }
    ],
    "issued": { "date-parts": [[2021]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2102.09904"
  },
  {
    "id": "BommaritoII2021LexnlpNaturalLanguageProcessingAnd",
    "type": "article-journal",
    "title": "LexNLP: Natural language processing and information extraction for legal and regulatory texts",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Detterman", "given": "E. M." }
    ],
    "issued": { "date-parts": [[2021]] },
    "container-title": "Research Handbook on Big Data Law",
    "URL": "https://arxiv.org/abs/1806.03688"
  },
  {
    "id": "Coupette2021MeasuringLawOverTimeA",
    "type": "article-journal",
    "title": "Measuring law over time: A network analytical framework with an application to statutes and regulations in the United States and Germany",
    "author": [
      { "family": "Coupette", "given": "C." },
      { "family": "Beckedorf", "given": "J." },
      { "family": "Hartung", "given": "D." },
      { "family": "Bommarito", "given": "M." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2021]] },
    "container-title": "Frontiers in Physics",
    "URL": "https://arxiv.org/abs/2101.11284"
  },
  {
    "id": "BommaritoII2021PreprocessingData",
    "type": "article-journal",
    "title": "Preprocessing Data",
    "author": [{ "family": "Bommarito II", "given": "M. J." }],
    "issued": { "date-parts": [[2021]] },
    "container-title": "Legal Informatics (Chapter 2.3)",
    "URL": "https://www.cambridge.org/core/books/abs/legal-informatics/preprocessing-data/68C0E6ECBBA0E8807C49B3F41AEE52CD"
  },
  {
    "id": "BommaritoII2022GptTakesTheBarExam",
    "type": "article-journal",
    "title": "GPT takes the bar exam",
    "author": [
      { "family": "Bommarito II", "given": "M." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2022]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2212.14402"
  },
  {
    "id": "Chalkidis2022LexglueABenchmarkDatasetFor",
    "type": "article-journal",
    "title": "LexGLUE: A benchmark dataset for legal language understanding in English",
    "author": [
      { "family": "Chalkidis", "given": "I." },
      { "family": "Jana", "given": "A." },
      { "family": "Hartung", "given": "D." },
      { "family": "Bommarito", "given": "M." },
      { "family": "Androutsopoulos", "given": "I." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Aletras", "given": "N." }
    ],
    "issued": { "date-parts": [[2022]] },
    "container-title": "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)",
    "URL": "https://arxiv.org/abs/2110.00976"
  },
  {
    "id": "Bommarito2023GptAsKnowledgeWorkerA",
    "type": "article-journal",
    "title": "GPT as knowledge worker: a zero-shot evaluation of (AI) CPA capabilities",
    "author": [
      { "family": "Bommarito", "given": "J." },
      { "family": "Bommarito", "given": "M." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Katz", "given": "J." }
    ],
    "issued": { "date-parts": [[2023]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2301.04408"
  },
  {
    "id": "Katz2023NaturalLanguageProcessingInThe",
    "type": "article-journal",
    "title": "Natural language processing in the legal domain",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Hartung", "given": "D." },
      { "family": "Gerlach", "given": "L." },
      { "family": "Jana", "given": "A." },
      { "family": "Bommarito II", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2023]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2302.12039"
  },
  {
    "id": "Katz2024Gpt4PassesTheBar",
    "type": "article-journal",
    "title": "GPT-4 passes the bar exam",
    "author": [
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Gao", "given": "S." },
      { "family": "Arredondo", "given": "P." }
    ],
    "issued": { "date-parts": [[2024]] },
    "container-title": "Philosophical Transactions of the Royal Society A",
    "URL": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4389233"
  },
  {
    "id": "Bommarito2025Binary30k",
    "type": "article-journal",
    "title": "Binary-30K: A Heterogeneous Dataset for Deep Learning in Binary Analysis and Malware Detection",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2025]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2511.22095"
  },
  {
    "id": "Bommarito2025BinaryBpeTokenizers",
    "type": "article-journal",
    "title": "Binary BPE: A Family of Cross-Platform Tokenizers for Binary Analysis",
    "author": [{ "family": "Bommarito", "given": "M. J." }],
    "issued": { "date-parts": [[2025]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2511.17573"
  },
  {
    "id": "Bommarito2025DesignAnAgent",
    "type": "article-journal",
    "title": "How to Design an AI Agent: Architectures, Protocols, and Technical Evaluation of Agentic AI Systems for Law & Finance",
    "author": [
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "J." }
    ],
    "issued": { "date-parts": [[2025]] },
    "container-title": "SSRN",
    "DOI": "10.2139/ssrn.5950214",
    "URL": "https://doi.org/10.2139/ssrn.5950214",
    "keyword": "AI agents, software architecture, technical evaluation",
    "status": "preprint"
  },
  {
    "id": "Bommarito2025GoverningAiAgents",
    "type": "article-journal",
    "title": "Governing AI Agents: Risk, Compliance, and Accountability in Law and Finance",
    "author": [
      { "family": "Bommarito", "given": "J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "M. J." }
    ],
    "issued": { "date-parts": [[2025, 12, 15]] },
    "container-title": "SSRN",
    "DOI": "10.2139/ssrn.5911464",
    "page": "69",
    "URL": "https://doi.org/10.2139/ssrn.5911464",
    "keyword": "AI agents, AI governance, law, finance",
    "status": "preprint"
  },
  {
    "id": "BommaritoII2025Kl3mDataProject",
    "type": "article-journal",
    "title": "The KL3M Data Project: Copyright-Clean Training Resources for Large Language Models",
    "author": [
      { "family": "Bommarito II", "given": "M. J." },
      { "family": "Bommarito", "given": "J." },
      { "family": "Katz", "given": "D. M." }
    ],
    "issued": { "date-parts": [[2025]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2504.07854"
  },
  {
    "id": "Bommarito2025Kl3mTokenizers",
    "type": "article-journal",
    "title": "KL3M Tokenizers: A Family of Domain-Specific and Character-Level Tokenizers for Legal, Financial, and Preprocessing Applications",
    "author": [
      { "family": "Bommarito", "given": "M. J." },
      { "family": "Katz", "given": "D. M." },
      { "family": "Bommarito", "given": "J." }
    ],
    "issued": { "date-parts": [[2025]] },
    "container-title": "arXiv preprint",
    "URL": "https://arxiv.org/abs/2503.17247"
  },
  {
    "id": "Bommarito2025Opengloss",
    "type": "article-journal",
    "title": "OpenGloss: A Synthetic Encyclopedic Dictionary and Semantic Knowledge Graph",
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