Skip to content

Computational Legal Studies™

  • Home
  • Intro to Complex Systems Models & Methods
  • Quantitative Methods for Lawyers Course
  • Network Analysis and Law Tutorial
  • JLE Law Prof Article
  • VTR Tax Court Article
  • About CLS Blog
Computational Legal Studies™

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

< Access HERE >

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

Post navigation

Previous Previous post: $200M In Two Months Says Investors No Longer Snubbing Legal Tech (via Above the Law)
Next Next post: Block (Legal) Tech Conference – Illinois Tech – Chicago Kent College of Law on August 9, 2018

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

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

Archives

  • November 2018
  • October 2018
  • September 2018
  • August 2018
  • July 2018
  • June 2018
  • May 2018
  • April 2018
  • March 2018
  • February 2018
  • January 2018
  • December 2017
  • November 2017
  • October 2017
  • September 2017
  • August 2017
  • July 2017
  • June 2017
  • May 2017
  • April 2017
  • March 2017
  • February 2017
  • January 2017
  • December 2016
  • November 2016
  • October 2016
  • September 2016
  • August 2016
  • July 2016
  • June 2016
  • May 2016
  • April 2016
  • March 2016
  • February 2016
  • January 2016
  • December 2015
  • November 2015
  • October 2015
  • September 2015
  • August 2015
  • July 2015
  • June 2015
  • May 2015
  • April 2015
  • March 2015
  • February 2015
  • January 2015
  • December 2014
  • November 2014
  • October 2014
  • September 2014
  • August 2014
  • July 2014
  • June 2014
  • May 2014
  • April 2014
  • March 2014
  • February 2014
  • January 2014
  • December 2013
  • November 2013
  • October 2013
  • September 2013
  • August 2013
  • July 2013
  • June 2013
  • May 2013
  • April 2013
  • March 2013
  • February 2013
  • January 2013
  • December 2012
  • November 2012
  • October 2012
  • September 2012
  • August 2012
  • July 2012
  • June 2012
  • May 2012
  • April 2012
  • March 2012
  • February 2012
  • January 2012
  • December 2011
  • November 2011
  • October 2011
  • September 2011
  • August 2011
  • July 2011
  • June 2011
  • May 2011
  • April 2011
  • March 2011
  • February 2011
  • January 2011
  • December 2010
  • November 2010
  • October 2010
  • September 2010
  • August 2010
  • July 2010
  • June 2010
  • May 2010
  • April 2010
  • March 2010
  • February 2010
  • January 2010
  • December 2009
  • November 2009
  • October 2009
  • September 2009
  • August 2009
  • July 2009
  • June 2009
  • May 2009
  • April 2009
  • March 2009

Meta

  • Log in
  • Entries RSS
  • Comments RSS
  • WordPress.org
  • Home
  • Intro to Complex Systems Models & Methods
  • Quantitative Methods for Lawyers Course
  • Network Analysis and Law Tutorial
  • JLE Law Prof Article
  • VTR Tax Court Article
  • About CLS Blog
Computational Legal Studies™ Proudly powered by WordPress