| 2017 | Overview of COLIEE 2017. | Yoshinobu Kano, Mi-Young Kim, Randy Goebel, Ken Satoh |
| 2017 | Analyzable Legal Yes/No Question Answering System using Linguistic Structures. | Yoshinobu Kano, Reina Hoshino, Ryosuke Taniguchi |
| 2017 | Multiple Agent Based Entailment System(MABES) for RTE. | Byungtaek Jung, Chiseung Soh, Kihyun Hong, Seungtak Lim, Young-Yik Rhim |
| 2017 | Detecting Type of Persuasion : Is there Structure in Persuasion Tactics? | Rahul R. Iyer, Katia P. Sycara, Yuezhang Li |
| 2017 | Reasoning with dimensions and magnitudes. | John F. Horty |
| 2017 | Proposing Attachment Points in Argument Graphs for New Arguments Expressed in Natural Language. | Helmut Horacek |
| 2017 | Legal content fusion for legal information retrieval. | Seongwan Heo, Kihyun Hong, Young-Yik Rhim |
| 2017 | Interpreting contracts using english common law rules as stated by Lord Hoffmann. | John Henderson, Trevor J. M. Bench-Capon |
| 2017 | Argumentation Schemes for Critical Thinking on Current Events. | Nancy L. Green |
| 2017 | Argumentation Mining in Scientific Discourse. | Nancy L. Green |
| 2017 | Predicting trade secret case outcomes using argument schemes and learned quantitative value effect tradeoffs. | Matthias Grabmair |
| 2017 | Representing Argumentation Schemes with Constraint Handling Rules (CHR). | Thomas F. Gordon, Horst Friedrich |
| 2017 | LexrideLaw: an argument based legal search engine. | Matthew Gifford |
| 2017 | CLIEL: context-based information extraction from commercial law documents. | Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson |
| 2017 | The opportunity prior: a simple and practical solution to the prior probability problem for legal cases. | Norman E. Fenton, David A. Lagnado, Christian Dahlman, Martin Neil |
| 2017 | Performance improvement on legal model checking. | Carlos Faciano, Sergio Mera, Fernando Schapachnik, Ana Hayde Di Iorio, Bibiana Luz Clara, Vernica Uriarte, Mara Fernanda Giaccaglia, Mara Beln Ruffa, Cristian Marcos |
| 2017 | Early predictability of asylum court decisions. | Matthew Dunn, Levent Sagun, Hale Sirin, Daniel Chen |
| 2017 | Monkeypuzzle - Towards Next Generation, Free & Open-Source, Argument Analysis Tools. | John Douglas, Simon Wells |
| 2017 | An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays. | Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono |
| 2017 | Changes to temporary norms. | Matteo Cristani, Francesco Olivieri, Antonino Rotolo |
| 2017 | Scenario analytics: analyzing jury verdicts to evaluate legal case outcomes. | Jack G. Conrad, Khalid Al-Kofahi |
| 2017 | Mining Bipolar Argumentation Frameworks from Natural Language Text. | Oana Cocarascu, Francesca Toni |
| 2017 | Can machine learning help predict the outcome of asylum adjudications? | Daniel L. Chen, Jess Eagel |
| 2017 | Extracting contract elements. | Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos |
| 2017 | Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities. | Danilo S. Carvalho, Vu D. Tran, Van-Khanh Tran, Le-Minh Nguyen |