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Computational Legal Studies™

NLP’s ImageNet Moment has Arrived (via The Gradient)

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Author Daniel Martin KatzPosted on July 9, 2018July 9, 2018Tags computation, computational linguistics, machine learning, natural language processing, text as data

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Authors

Daniel Martin Katz
| (CV) | (SSRN) | (arXiv) | (Linkedin) |

Michael Bommarito
| (CV) | (SSRN) | (arXiv) | (Linkedin) |

Jon Zelner
| (CV) | (SSRN) | (arXiv) | (Linkedin) |

Presentations

Fin (Legal) Tech
Law as a Complex System
Abnormal Returns and SCOTUS Decisions
A.I. + Law - A Primer
Measure Twice, Cut Once
{Law+Tech+Design+Delivery}
Machine Learning as a Service (#MLaaS)
LexPredict: An Overview
Quantitative Legal Prediction
Experts, Crowds + Algorithms
Machine Learning + Legal Informatics
Tech, Data + Computation
5 Obs. Regarding Tech & Legal Industry
The MIT School of Law
Innovation in the Legal Industry
E-Discovery in 2015 and Beyond
Design Thinking in Law
Introducing Legal Language Explorer
Measuring the Complexity of the Law
What is Computational Legal Studies?
Network Analysis & Law Overview
Network Analysis of U.S. Legal Academy
Network Analysis of Federal Judiciary
The "Sink Method" Presentation
Community Detection in Networks

Courses and Tutorials

Legal Analytics Course
Quantitative Methods for Lawyers Course
Intro to Complex Systems Course
Network Analysis + Law Tutorial

The Campaign Trail

  • TR Future of Law.Edu → DC
  • COLPM Futures Conf → Atlanta
  • Law + Complexity → 2017 CCS
  • PLLIP Conference → Austin
  • FT Innovative Lawyers → London
  • Scottish Legal Hackers Hackathon
  • IE Law X → Madrid
  • LexPo Conference → Amsterdam
  • Legal Tech Lecture @ Bucerius Law
  • Latinamerican Law Firm Mgmt → Miami
  • IL State Bar Assoc Allerton Conference
  • 2017 Future Law @ Stanford CodeX
  • AI+ Law @ UToronto Law
  • Arkfeld E-Discovery @ ASU Law
  • A.I. & Law @ Vanderbilt Law
  • Law & Complexity @ UMich CSCS
  • Legal Tech NYC 2017
  • A.I. + Law @ NY Bar Assoc
  • Legal Analytics Conf @ ASU Law
  • Legal Tech + Future of Law → Dublin
  • Economist GC Summit → London
  • TR Law Firm Leaders Forum → NYC
  • WK ELM Users Conference → Orlando
  • Emerging Legal Tech @ MaRS Toronto
  • Intl Legal Tech Assn - ILTACON 2016
  • Janders Dean Legal Horizon @ Sydney
  • Janders Dean Legal Horizon @ ChiKentLaw
  • Legal Marketing Tech Conf 2016 → CHI
  • Future Law Conference @ Stanford CodeX
  • Corporate Legal Operations Institute → SFO
  • AI + Law @ Vanderbilt Law
  • Bileta 2016 @ University of Hertfordshire
  • Fate of Legal Scholarship @ Baltimore Law
  • British Legal Technology Forum → London
  • Ethics & Law @ Univ. College London
  • LegalTech Asia → Hong Kong
  • DRI Appellate Advocacy → Scottsdale
  • Law & Development Week @ World Bank
  • E-Discovery Institute @ Georgetown Law
  • Law Firm COO Mtg → NYC
  • Futures Conf @ Coll Law Prac Mgmt
  • II Legal Mgmt Forum → Madrid
  • Annual Meeting → WY Bar Assoc
  • FutureLaw 2015 @ Stanford CodeX
  • Law Review Symposium @ Oregon Law
  • Arkfeld E-Discovery Conf @ ASU Law
  • LegalTech 2015 → New York
  • Faculty Lecture Series @ Kansas Law
  • AALS Meeting → Wash, DC
  • Legal Innov + Tech Meetup → Chicago
  • Law Firm Leaders Forum→ NYC
  • Law & Innovation Colloq @ BYU Law
  • LW Corporate Counsel Forum→ NYC
  • Finance, Risk & Acct. Conf. → Oxford
  • Law & Big Data → Santa Fe Institute
  • L. & Econ Growth @ Gruter Institute
  • Computational Law @StanfordCodeX
  • Innovation.Law.Edu @UColoradoLaw
  • Legal Informatics @ Stanford Law
  • SEAL 15 @ Illinois Law
  • Law Firm CMO Summit → Orlando
  • Comp, Math & Law @ SanDiego Law
  • Arkfeld E-Discovery Conf @ ASU Law
  • Legal Industry Evolution Conf→ NYC
  • #ReInventLaw NYC → 2014
  • LegalTech 2014 → New York
  • Jurix AI+Law Conf 2013 → Bologna
  • Law.Innovation @ ThomsonReuters
  • LunchRoundTable @ UColorado Law
  • Ribstein Symposium @ Illinois Law
  • Innovation in Law, Sci, Tech → PDX
  • 9th Circuit Chief Judges Mtg → PDX
  • Law Dept Operations Summit → CHI
  • ICPSR Methods Program @ UMich
  • #ReInventLaw → London 2013
  • Legal Week Tech Forum → Fiuggi, IT
  • Artificial Intelligence & Law → Rome
  • Law & Society Conf. → Boston
  • L. & Econ Growth @ Gruter Institute
  • CICL Innovation Conf. → MSU Law
  • CodeX FutureLaw @ Stanford Law
  • Ark Group Legal Analytics → NYC
  • Faculty Lecture @ Vanderbilt Law
  • ABA Tech Show 2013 → Chicago
  • SIPLA Group @ Santa Clara Law
  • Faculty Lecture @ U San Diego Law
  • E-Discovery 2013 → Sedona Conf.
  • 21st Century Firm @ Fordham Law
  • #ReInventLaw → Silicon Valley 2013
  • Tucker Ellis → 2013 Firm Retreat
  • LegalForceBookFlip → Palo Alto
  • Legal Tech 2013 → New York
  • Econ of Litigation → Geo Mason Law
  • Faculty Lecture Series @ Oregon Law
  • #ReInventLaw → Dubai 2012
  • L&Econ Wrkshp @ Georgetown Law
  • LegalFutures.co.uk → London
  • Faculty Lecture Series @ UIllinois Law
  • CELS 7 @ Stanford Law
  • Speakers Series @ Stanford CodeX
  • Legal Informatics @ Stanford Law
  • Legal Innovation @ United Health
  • LawFirmasaBusiness @ Fordham Law
  • S in the GC @ Amer Bar Foundation
  • Middle East Legal Congress → Dubai
  • Ribstein Tribute @ George Mason Law
  • SubTech 12 @ NY Law School
  • ILEC 5 → Banff / UCalgary Law
  • LawTechCamp → London
  • 21st Cent Law @ MSU/Westmin Law
  • AALS MidYear Mtg @ Berkeley Law
  • Innovation/Comm Law @ Turku Law
  • SEAL 13 @ Emory Law
  • Distance Legal Educ @ Dayton Law
  • ABA Tech Show 2012 → Chicago
  • CSCS Seminar @ Kalamazoo College
  • Thrower Symposium @ Emory Law
  • Future of Legal Ed → LEF Symposium
  • Legal Tech 2012 → New York
  • JURIX [email protected] Universität Wien
  • LegalFutures.co.uk→London
  • Unlocking Law @ TruthontheMarket
  • Midwest L&E @ Indiana Law
  • Lawyers as Conservators @ MSU Law
  • Big 10 UnTENured @ Indiana Law
  • Empirical Tax Wrksp @ Colorado Law
  • ICPSR Methods Program @ Michigan
  • Law Tech Camp @ UToronto Law
  • OMnI @ Oberlin Computer Science
  • TyMetrix Executive Summit → NYC
  • Law & Society → San Francisco
  • Law & Human Behav @ Gruter Inst
  • Computational Soc Sci @ Wash Pol Sci
  • Law & Computation @ Houston Law
  • NELIC Conference @ Berkeley Law
  • Amer Bar Assoc Tech Show → Chicago
  • The Patent Con @ Kansas Law
  • Midwest Pol Sci Assoc → Chicago
  • SEAL 12 @ Loyola Los Angeles Law
  • Net Econ @ Kauffman Foundation
  • Big Data Conf @ Princeton CITP
  • Midwest L&E @ Colorado Law
  • High Throughput Humanit → Lisboa
  • ICPSR Methods Program @ Michigan
  • Harambee II @ Duke Comp Sci
  • SunBelt Conference → Riva Del Garda
  • NCSI-Shodor @ Oberlin Comp Sci
  • NIPS @ Duke Political Science
  • NetSci Conference @ MIT Media Lab
  • Law.Gov Workshop @ Texas Law
  • Lunch Lecture @ Potomac Institute
  • SEAL 11 @ William & Mary Law
  • Law.Gov Workshop @ Colorado Law
  • Intl Studies Assoc → New Orleans
  • Fri Faculty Colloquium @ Texas Law
  • Center for Pol Studies @ Michigan ISR
  • CLunch @ UPenn Linguistics
  • Open SCOTUS Project @ WashU Law
  • Empirical Legal Studies @ USC Law
  • Midwest L&E @ Notre Dame Law
  • WIN Workshop @ NYU Stern
  • ASNA @ ETH Zürich
  • Harambee @ Duke Computer Science
  • IWAP @ Michigan Political Science
  • New Inst Econ @ Berkeley Hass
  • NIPS @ Harvard Kennedy School
  • AI & Law @ UAB Barcelona
  • Govt. 3.0 @ Colorado Law
  • CSSAW Conference @ Michigan CSCS
  • SEAL 10 @ Vanderbilt Law
  • Evolution, CAS & Law @ Santa Fe Inst
  • Network Econ Models @ ISEG Lisboa
  • Empirical Leg Studies @ Cornell Law

Selected Papers

Michael Bommarito & Daniel Martin Katz, Measuring and Modeling the U.S. Regulatory Ecosystem, 168 Journal of Statistical Physics 1125 (2017) < J Stat Phys >

Daniel Martin Katz, Michael Bommarito & Josh Blackman, A General Approach for Predicting the Behavior of the Supreme Court of the United States, PLoS ONE 12(4): e0174698 (2017) < PLoS One >

J.B. Ruhl, Daniel Martin Katz & Michael Bommarito, Harnessing Legal Complexity, 355 Science 1377 (2017)  < Science >

Daniel Martin Katz, Michael Bommarito, Tyler Sollinger & James Ming Chen, Law on the Market? Evaluating the Securities Market Impact Of Supreme Court Decisions < SSRN > < arXiv > 

J.B. Ruhl & Daniel Martin Katz, Measuring, Monitoring, and Managing Legal Complexity, 101 Iowa Law Review 191 (2015) < SSRN >

Paul Lippe, Daniel Martin Katz & Dan Jackson, Legal by Design: A New Paradigm for Handling Complexity in Banking Regulation and Elsewhere in Law, 93 Oregon Law Review 831 (2015) < SSRN >

Daniel Martin Katz, The MIT School of Law? A Perspective on Legal Education in the 21st Century, 2014 Illinois Law Review 1431 (2014) < SSRN > < Slides >

Daniel Martin Katz & Michael Bommarito, Measuring the Complexity of the Law: The United States Code, 22 Journal of Artificial Intelligence & Law 1 (2014)  < Springer > < SSRN >

Daniel Martin Katz, Quantitative Legal Prediction - or - How I Learned to Stop Worrying and Start Preparing for the Data Driven Future of the Legal Services Industry,  62 Emory Law Journal 909 (2013)  < SSRN >

Daniel Martin Katz, Michael Bommarito, Juile Seaman, Adam Candeub, Eugene Agichtein, Legal N-Grams? A Simple Approach to Track the Evolution of Legal Language  in Proceedings of JURIX: The 24th International Conference on Legal Knowledge and Information Systems (2011)   < SSRN > 

Daniel Martin Katz, Joshua Gubler, Jon Zelner, Michael Bommarito, Eric Provins & Eitan Ingall, Reproduction of Hierarchy? A Social Network Analysis of the American Law Professoriate, 61 Journal of Legal Education 76 (2011) < SSRN >

Michael Bommarito,Daniel Martin Katz,   Jillian Isaacs-See, An Empirical Survey of the Written Decisions of the United States Tax Court (1990-2008), 30 Virginia Tax Review 523 (2011)  < SSRN >

Ahmet Duran & Michael Bommarito, A Profitable Trading and Risk Management Strategy Despite Transaction Costs, 11 Quantitative Finance 829 (2011) < SSRN >

Michael Bommarito & Daniel Martin Katz, A Mathematical Approach to the Study of the United States Code, 389 Physica A 4195 (2010)  < SSRN > < arXiv > 

Ahmet Duran & Michael Bommarito, Spectral Analysis of Time-Dependent Market-Adjusted Return Correlation Matrix (2010)  < SSRN >

Daniel Martin Katz & Derek Stafford, Hustle and Flow: A Social Network Analysis of the American Federal Judiciary, 71 Ohio State Law Journal 457 (2010)  < SSRN >

Michael Bommarito, Intraday Correlation Patterns between the S&P 500 and Sector Indices (2010)  < SSRN >

Michael Bommarito, Daniel Martin Katz, Jonathan Zelner & James Fowler, Distance Measures for Dynamic Citation Networks 389 Physica A 4201 (2010)  < SSRN > < arXiv > 

Michael Bommarito, Daniel Martin Katz & Jonathan Zelner, On the Stability of Community Detection Algorithms on Longitudinal Citation Data in Proceedings of the 6th Conference on Applications of Social Network Analysis (2009) < SSRN > < arXiv > 

Michael Bommarito, Daniel Martin Katz & Jonathan Zelner, Law as a Seamless Web? Comparing Various Network Representations of the United States Supreme Court Corpus (1791-2005)  in Proceedings of the 12th International Conference on Artificial Intelligence and Law (ICAIL 2009 - UAB Barcelona) < SSRN >

Marvin Krislov & Daniel Martin Katz, Taking State Constitutions Seriously, 17 Cornell Journal of Law & Public Policy 295 (2008)  < SSRN >

Daniel Martin Katz, Derek Stafford & Eric Provins, Social Architecture, Judicial Peer Effects and the 'Evolution' of the Law: Toward a Positive Theory of Judicial Social Structure, 23 Georgia State Law Review 975 (2008)  < SSRN >

Daniel Martin Katz, Institutional Rules, Strategic Behavior and the Legacy of Chief Justice William Rehnquist: Setting the Record Straight on Dickerson v. United States, 22 Journal of Law & Politics 303 (2006)  < SSRN >

Tag cloud

legal data legal informatics legal complexity judicial citation network open source quantitative legal prediction complex systems visualization artificial intelligence algorithms innovation legal operations legal entrepreneurship machine learning united states code structure of science legal innovation social epidemiology blockchain big data smart contracts legal education Law as a Complex System congress financial crisis Web 2.0 business of law machine learning for lawyers artificial intelligence and law evolution of law computational linguistics the future political science big data and law Judicial Decision Making economics legal analytics network analysis legal tech computer science education future of law legal services fin legal tech legal technology Google for Government law schools natural language processing technology computational social science computational legal studies data mining fin tech agent based models legal process improvement industries supreme court legal prediction physics access to justice

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