Accepted papers

Invited Speakers

• Richard Susskind: A Manifesto for Artificial Intelligence in the Law
• Karen Yeung

Full Papers

• AI-supported decision-making under the General Data Protection Regulation
  Maja Brkan
• A low-cost, high-coverage Legal Named Entity Recognizer, Classifier and Linker
  Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany, Serena Villata
• Extracting Contract Elements
  Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
• Scenario Analytics: Analyzing Jury Verdicts to Evaluate Legal Case Outcomes
  Jack G. Conrad, Khalid Al-Kofahi
• Changes to temporary norms
  Matteo Cristani, Francesco Olivieri, Antonino Rotolo
• The opportunity prior: A simple and practical solution to the prior probability problem for legal cases
  Norman Elliott Fenton, David Lagnado, Christian Dahlman, Martin Neil
• CLIEL: Context-Based Information Extraction from Commercial Law Documents
  Matias Fernando Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson
• Predicting Trade Secret Case Outcomes using Argument Schemes and Learned Quantitative Value Effect Tradeoffs
  Matthias Grabmair
• Interpreting Contracts Using English Common Law Rules as stated by Lord Hoffmann
  John Henderson, Trevor Bench-Capon
• Reasoning with Dimensions and Magnitudes
  John Horty
• Towards a Legal Definition of Machine Intelligence: The Argument for Artificial Personhood in the age of Deep Learning
  Argyro Karanasiou, Dimitris Pinotsis
• A logical architecture for dynamic legal interpretation
  Juliano Maranhao
• Compliance patterns: harnessing value modeling and legal interpretation to manage regulatory conversations
  Robert Muthuri, Guido Boella, Joris Hulstijn, Sara Capecchi, Llio Humphreys
• A Unifying Similarity Measure for Automated Identification of National Implementations of European Union Directives
  Rohan Nanda, Luigi Di Caro, Guido Boella, Hristo Konstantinov, Tenyo Tyankov, Daniel Traykov, Hristo Hristov, Francesco Costamagna, Llio Humphreys, Livio Robaldo, Michele Romano
• Classifying Sentential Modality in Legal Language: A Use Case in Financial Regulations, Acts and Directives
  James O' Neill, Paul Buitelaar, Cecile Robin, Leona O' Brien
• Pragmatic oddicity from an input/output perspective
  Xavier Parent, Leon van der Torre
• Methods for Retrieving Alternative Contract Language Using a Prototype
  Silviu Pitis
• Experimenting Word Embeddings in Assisting Legal Review
  Ngoc Phuoc An Vo, Caroline Privault, Fabien Guillot
• Combining Fuzzy Logic and Formal Argumentation for Legal Interpretation
  Antonino Rotolo, Celia Da Costa Pereira, Beishui Liao, Alessandra Malerba, Andrea Tettamanzi, Leendert van der Torre
• A Sequence Approach to Case Outcome Detection
  Tom Vacek, Frank Schilder
• Formalizing Arguments, Rules and Cases
  Bart Verheij
• Semantic Types for Computational Legal Reasoning: Propositional Connectives and Sentence Roles in the Veterans’ Claims Dataset
  Vern R. Walker, Ji Hae Han, Xiang Ni, Kaneyasu Yoseda

Short Papers

• Towards an automated production of legal texts using recurrent neural networks
  Wolfgang Alschner, Dmitriy Skougarevskiy
• Early Predictability of Asylum Court Decisions
  Matt Dunn, Hale Sirin, Levent Sagun, Daniel Chen
• Can Machine Learning Help Predict the Outcome of Asylum Adjudications?
  Jess Eagel, Daniel Chen
• A Knowledge Organization System for e-Participation in Law-Making
  Enrico Francesconi
• Effectivenss Results for Popular e-Discovery Algorithms
  David Grossman, Ophir Frieder, Roman Yurchak
• Measuring complexity of legislation. A systems engineering approach
  Andres Kütt
• On Making Autonomous Vehicles Respect Traffic Law: a Case Study for Dutch Law
  Henry Prakken
• Supertagging for Domain Adaptation: An Approach with Law Texts
  Kyoko Sugisaki
• The Genealogy of Ideology: Predicting Agreement andPersuasive Memes in the U.S. Courts of Appeals
  Shivam Verma, Adithya Parthasarathy, Daniel Chen
• Predicting litigation likelihood and time to litigation for patents
  Papis Wongchaisuwat, Diego Klabjan, John Oldham McGinnis

Demo Papers

• Angelic Environment: Support for the Construction of Legal KBS
  Latifa Al-Abdulkarim, Katie Atkinson, Sam Atkinson, Trevor Bench-Capon
• A scalable approach to legal question answering
  Zachary Bennett, Tony Russell-Rose
• LexrideLaw Legal Search Engine
  Matthew Gifford

COLIEE Winner Papers

• Legal Content Fusion for Legal Information Retrieval
  Seongwan Heo, Kihyun Hong, Young-Yik Rhim
• Two-step Cascaded Textual Entailment for Legal Bar Exam Question Answering
  Mi-Young Kim, Randy Goebel