| 2025 | ICAIL | Automated Mapping of Legal Criteria to the Texts of Adjudicatory Decisions Using LLMs. | Hannes Westermann, Vern R. Walker, Jaromr Savelka |
| 2023 | ICAIL | Toward Implementation Science: A Case Study Using LA-MPS to Research Argument Elements at Scale. | Vern R. Walker, Stephen R. Strong |
| 2022 | JURIX | Toward an Intelligent Tutoring System for Argument Mining in Legal Texts. | Hannes Westermann, Jaromr Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef |
| 2021 | JURIX | Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis. | Hannes Westermann, Jaromr Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef |
| 2020 | JURIX | Automating the Classification of Finding Sentences for Linguistic Polarity. | Vern R. Walker, Stephen R. Strong, Vern E. Walker |
| 2020 | JURIX | Sentence Embeddings and High-Speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents. | Hannes Westermann, Jaromr Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef |
| 2019 | ICAIL | Automatic Classification of Rhetorical Roles for Sentences: Comparing Rule-Based Scripts with Machine Learning. | Vern R. Walker, Krishnan Pillaipakkamnatt, Alexandra M. Davidson, Marysa Linares, Domenick J. Pesce |
| 2019 | ICAIL | Using Factors to Predict and Analyze Landlord-Tenant Decisions to Increase Access to Justice. | Hannes Westermann, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef |
| 2019 | JURIX | Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain. | Hannes Westermann, Jaromr Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef |
| 2017 | ICAIL | 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 |
| 2017 | ICAIL | Semantic Types for Decomposing Evidence Assessment in Decisions on Veterans' Disability Claims for PTSD. | Vern R. Walker, Ashtyn Hemendinger, Nneka Okpara, Tauseef Ahmed |
| 2015 | ICAIL | Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools. | Matthias Grabmair, Kevin D. Ashley, Ran Chen, Preethi Sureshkumar, Chen Wang, Eric Nyberg, Vern R. Walker |
| 2014 | ACL | Annotating Patterns of Reasoning about Medical Theories of Causation in Vaccine Cases: Toward a Type System for Arguments. | Vern R. Walker, Karina Vazirova, Cass Sanford |
| 2013 | ICAIL | Toward constructing evidence-based legal arguments using legal decision documents and machine learning. | Kevin D. Ashley, Vern R. Walker |
| 2013 | JURIX | From Information Retrieval (IR) to Argument Retrieval (AR) for Legal Cases: Report on a Baseline Study. | Kevin D. Ashley, Vern R. Walker |
| 2009 | ICAIL | Plausibility schemas: templates for legal factfinding. | Vern R. Walker |