| 2021 | Labels distribution matters in performance achieved in legal judgment prediction tasks. | Olivier Salan, Philippe Langlais, Karim Benyekhlef |
| 2021 | Pathways to legal dynamics in robotics. | Antonino Rotolo, Luciano H. Tamargo, Diego C. Martnez |
| 2021 | Modelling legal procedures. | Antonino Rotolo, Clara Smith |
| 2021 | Making intelligent online dispute resolution tools available to self-represented litigants in the public justice system: towards and ethical use of the ai technology in the administration of justice. | Fernando Esteban de la Rosa, John Zeleznikow |
| 2021 | To tune or not to tune?: zero-shot models for legal case entailment. | Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Nogueira |
| 2021 | Towards compliance checking in reified I/O logic via SHACL. | Livio Robaldo |
| 2021 | Explainable Rule Extraction via Semantic Graphs. | Gbor Recski, Bjrn Lellmann, dm Kovcs, Allan Hanbury |
| 2021 | Democratizing AI for Legal Professionals: Creating Cognitive AI Legal Assistants with No Coding. | Michelle Zhou |
| 2021 | Predicting legal proceedings status: approaches based on sequential text data. | Felipe Maia Polo, Itamar Ciochetti, Emerson Bertolo |
| 2021 | On the Effectiveness of Portable Models versus Human Expertise under Continuous Active Learning. | Jeremy Pickens, Thomas C. Gricks III |
| 2021 | From data to information: automating data science to explore the U.S. court system. | Andrew Paley, Andong L. Li Zhao, Harper Pack, Sergio Servantez, Rachel F. Adler, Marko Sterbentz, Adam R. Pah, David L. Schwartz, Cameron Barrie, Alexander Einarsson, Kristian J. Hammond |
| 2021 | Evaluating document representations for content-based legal literature recommendations. | Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julin Moreno Schneider, Georg Rehm |
| 2021 | Utilizing AI to Improve Efficiency of the Environment and Land Court in the Kenyan Judiciary: Leveraging AI Capabilities in Land Dispute Cases in the Kenyan Environment and Land Court System. | Florence Ogonjo, Joseph Theuri Gitonga, Angeline Wairegi, Isaac Rutenberg |
| 2021 | Constraint answer set programming as a tool to improve legislative drafting: a rules as code experiment. | Jason Morris |
| 2021 | Sentence classification for contract law cases: a natural language processing approach. | Jonathan R. Mok, Wai Yin Mok, Rachel V. Mok |
| 2021 | Automatic Judgement Forecasting for Pending Applications of the European Court of Human Rights. | Masha Medvedeva, Ahmet stn, Xiao Xu, Michel Vols, Martijn Wieling |
| 2021 | Case-level prediction of motion outcomes in civil litigation. | Devin J. McConnell, James Zhu, Sachin S. Pandya, Derek Aguiar |
| 2021 | Automatic Semantic Annotation for the Easification of Action Rule Legislative Sentences for Specialist Readers. | Sherry Maynard |
| 2021 | A dynamic model for balancing values. | Juliano Maranho, Edelcio Gonalves de Souza, Giovanni Sartor |
| 2021 | Socially Responsible Virtual Assistant for Privacy Protection: Implementing Trustworthy AI. | Alzbeta Krausov, Miloslav Konopk, Ondrej Prazk, Jakub Sido, Veronika Zolnerckov, Vclav Moravec, Jaromr Volek |
| 2021 | Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness. | Marzieh Karimi-Haghighi, Carlos Castillo |
| 2021 | Applying decision tree analysis to family court decisions: factors determining child custody in Taiwan. | Sieh-Chuen Huang, Hsuan-Lei Shao, Robert B. Leflar |
| 2021 | Context-aware legal citation recommendation using deep learning. | Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair |
| 2021 | Humanizing the Machine with Language: Building the Bridge between Data and Information. | Kristian J. Hammond |
| 2021 | A combined rule-based and machine learning approach for automated GDPR compliance checking. | Rajaa El Hamdani, Majd Mustapha, David Restrepo Amariles, Aurore Clment Troussel, Sbastien Mees, Katsiaryna Krasnashchok |