| 2019 | Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model. | Vu D. Tran, Minh Le Nguyen, Ken Satoh |
| 2019 | Automated Bundle Pagination Using Machine Learning. | Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen |
| 2019 | Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia. | Songl Tolan, Marius Miron, Emilia Gmez, Carlos Castillo |
| 2019 | AI-Assisted Message Processing for the Netherlands National Police. | Bas Testerink, Daphne Odekerken, Floris Bex |
| 2019 | An Examination of the Validity of General Word Embedding Models for Processing Japanese Legal Texts. | Linyuan Tang, Kyo Kageura |
| 2019 | Automatic Construction of a Polish Legal Dictionary with Mappings to Extra-Legal Terms Established via Word Embeddings. | Aleksander Smywinski-Pohl, Karol Lasocki, Krzysztof Wrbel, Marek Strzalta |
| 2019 | Neural Attention Learning for Legal Query Reformulation. | Arunprasath Shankar, Venkata Nagaraju Buddarapu |
| 2019 | Legal Query Reformulation using Deep Learning. | Arunprasath Shankar, Venkata Nagaraju Buddarapu |
| 2019 | Improving Sentence Retrieval from Case Law for Statutory Interpretation. | Jaromr Savelka, Huihui Xu, Kevin D. Ashley |
| 2019 | Distilling Jurisprudence through Argument Mining for Case Assessment. | Rachel Rietveld, Julien Rossi, Evangelos Kanoulas |
| 2019 | Shift-of-Perspective Identification within Legal Cases. | Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera |
| 2019 | Combining Similarity and Transformer Methods for Case Law Entailment. | Juliano Rabelo, Mi-Young Kim, Randy Goebel |
| 2019 | Modelling Accrual of Arguments in ASPIC+. | Henry Prakken |
| 2019 | Using Clustering Techniques to Identify Arguments in Legal Documents. | Prakash Poudyal, Teresa Gonalves, Paulo Quaresma |
| 2019 | Exploiting Search Logs to Aid in Training and Automating Infrastructure for Question Answering in Professional Domains. | Filippo Pompili, Jack G. Conrad, Carter Kolbeck |
| 2019 | Towards Measuring Risk Factors in Privacy Policies. | Najmeh Mousavi Nejad, Damien Graux, Diego Collarana |
| 2019 | Artificial Intelligence and Law: What Do People Really Want?: Example of a French Multidisciplinary Working Group. | Fabrice Muhlenbach, Isabelle Sayn |
| 2019 | Utilizing AI in the Legal Assistance Sector. | Andrew Mowbray, Philip Chung, Graham Greenleaf |
| 2019 | User-Friendly Open-Source Case-Based Legal Reasoning. | Jason Morris |
| 2019 | Legal Machine-Learning Analysis: First Steps towards A.I. Assisted Legal Research. | Wai Yin Mok, Jonathan R. Mok |
| 2019 | Classification of Breach of Contract Court Decision Sentences. | Wai Yin Mok, Jonathan R. Mok |
| 2019 | Facts2Law: using deep learning to provide a legal qualification to a set of facts. | Ivan Mokanov, Daniel Shane, Benjamin Cerat |
| 2019 | AI-Enabled Litigation Evaluation: Data-Driven Empowerment for Legal Decision Makers. | Dennis P. Michalopoulos, Jessica Jacob, Alfredo Coviello |
| 2019 | Automated Narrative Extraction from Administrative Records. | Karine Megerdoomian, Karl Branting, Charles Horowitz, Amy Marsh, Stacy Petersen, Eric Scott |
| 2019 | Machine learning for explaining and ranking the most influential matters of law. | Max Raphael Sobroza Marques, Tommaso Bianco, Maxime Roodnejad, Thomas Baduel, Claude Berrou |