Fish & Richardson is one of the largest IP firms in the US so it is cool to see them exploring these ideas. If you look at this intro using Microsoft Azure – this is very on point with lots of we have been saying about the mix of semistructured data and #MLaaS (machine learning as a service) … and why we teach both an introduction to quant methods and a machine learning for lawyers course.
I was revisiting some of our old stuff for this Oslo event -early on for us on our #LegalPhysics #LegalAnalytics path – published in Physica A – “By applying our sink clustering method, we obtain a dendrogram of the network’s largest weakly connected component shown in Fig. 4. However, despite their general topical relatedness, these two clusters of cases engage substantively different sub-questions, and are thus appropriately divided into separate clusters. While not a major focus of the docket of the modern court, the early court elaborated a number of important legal concepts through the lens of these admiralty decisions. For example, the red group of cases engages questions of presidential power and the laws of war, as well as general interpretations of the Prize Acts of 1812. Meanwhile, the blue cluster engages questions surrounding tort liability, jurisdiction, and the burden of proof.”
I do not speak at many (any) con law themed events but I am happy to be part of this conversation as it is related to making con law a more scientifically inclined field of human endeavor. #Science #LegalScience #Hashtag
ABSTRACT: In this paper, we investigate the application of text classication methods to support law professionals. We present several experiments applying machine learning techniques to predict with high accuracy the ruling of the French Supreme Court and the law area to which a case belongs to. We also investigate the inuence of the time period in which a ruling was made on the form of the case description and the extent to which we need to mask information in a full case ruling to automatically obtain training and test data that resembles case descriptions. We developed a mean probability ensemble system combining the output of multiple SVM classiers. We report results of 98% average F1 score in predicting a case ruling, 96% F1 score for predicting the law area of a case, and 87.07% F1 score on estimating the date of a ruling
Yesterday was the 2nd Edition of The Forum on Legal Evolution – Hosted at Northwestern University Pritzker School of Law — The Forum is comprised of legal innovators and early adopters, organized around a shared interest in the changing legal market. Paul Lippe + Mark Chandler received lifetime achievement awards. Thanks to William Henderson and his team for organizing the event!
Today – on behalf of my co-authors — I presented at the University of Chicago – Workshop on Judicial Behavior – Organized by Lee Epstein, Frank Easterbrook, Dennis Hutchinson, William Landes and Richard Posner. I think we have a very appropriate UChicago styled paper on Judicial Decision Making and Stock Market Movements.
Last night – I was inducted into the College of Law Practice Management – it is a real honor to join an amazing class of inductees and current fellows ! #COLPM
Very excited to be here for the Futures Conference of the College of Law Practice Management. Tonight I will be induced as as Fellow of the College (along with a range of other inductees).
Starting my fall road show across Chicago Area law schools, today I gave the faculty lunch seminar at Depaul University College of Law. I presented our paper on Judicial Decision Making and Stock Market Movements. Thanks to the good folks at Depaul for your thoughtful comments on the paper.
On behalf of my co-authors — next month — I will be presenting at the University of Chicago – Workshop on Judicial Behavior – Organized by Lee Epstein, Frank Easterbrook, Dennis Hutchinson, William Landes and Richard Posner. I think we have a very appropriate UChicago styled paper on Judicial Decision Making and Stock Market Movements.
All of these trends are well documented … so no new ground here … but interesting to see this surface …
Last week we had the pleasure of offering a demo at the Frankfurt Legal Technology and Innovation Meetup – Demo Night. We gave a remote demo of ContraxSuite (our contracts / legal document analytics platform).
The Law Lab at Illinois Tech – Chicago-Kent College of Law presents its second Fin(Legal)Tech Conference on October 19, 2017. Continuing its legacy as an academic leader in legal technology and innovation, Chicago-Kent will bring together a wide-ranging group of industry leaders for a truly unique conference experience. Attendance is FREE but registration is required! Sign up for a FREE Ticket Today.
Thanks to Chapman and Cutler for helping sponsor the event!