Complexity, transparency, and the warranted use of formal systems in legal factfinding. - Vern R. Walker (Artif. Intell. Law, 2001)

A Default-Logic Framework for Legal Reasoning in Multiagent Systems. - Vern R. Walker (AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents, 2006)

Plausibility schemas: templates for legal factfinding. - Vern R. Walker (ICAIL, 2009)

A framework for the extraction and modeling of fact-finding reasoning from legal decisions: lessons from the Vaccine/Injury Project Corpus. - Vern R. Walker; Nathaniel Carie; Courtney C. DeWitt; Eric Lesh (Artif. Intell. Law, 2011)

Toward constructing evidence-based legal arguments using legal decision documents and machine learning. - Kevin D. Ashley; Vern R. Walker (ICAIL, 2013)

From Information Retrieval (IR) to Argument Retrieval (AR) for Legal Cases: Report on a Baseline Study. - Kevin D. Ashley; Vern R. Walker (JURIX, 2013)

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 (ArgMining@ACL, 2014)

Representing the Logic of Statutory Rules in the United States. - Vern R. Walker; Bernadette C. Lopez; Matthew T. Rutchik; Julie L. Agris (Logic in the Theory and Practice of Lawmaking, 2015)

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 (ICAIL, 2015)

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 (ICAIL, 2017)

Semantic Types for Decomposing Evidence Assessment in Decisions on Veterans' Disability Claims for PTSD. - Vern R. Walker; Ashtyn Hemendinger; Nneka Okpara; Tauseef Ahmed (ASAIL@ICAIL, 2017)

Evidence Types, Credibility Factors, and Patterns or Soft Rules for Weighing Conflicting Evidence: Argument Mining in the Context of Legal Rules Governing Evidence Assessment. - Vern R. Walker; Dina Foerster; Julia Monica Ponce; Matthew Rosen (ArgMining@EMNLP, 2018)

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 (ASAIL@ICAIL, 2019)

Using Factors to Predict and Analyze Landlord-Tenant Decisions to Increase Access to Justice. - Hannes Westermann; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (ICAIL, 2019)

Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain. - Hannes Westermann; Jaromír Savelka; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (JURIX, 2019)

Automating the Classification of Finding Sentences for Linguistic Polarity. - Vern R. Walker; Stephen R. Strong; Vern E. Walker (ASAIL@JURIX, 2020)

Sentence Embeddings and High-Speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents. - Hannes Westermann; Jaromír Savelka; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (JURIX, 2020)

Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis. - Hannes Westermann; Jaromír Savelka; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (JURIX, 2021)

Toward an Intelligent Tutoring System for Argument Mining in Legal Texts. - Hannes Westermann; Jaromír Savelka; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (JURIX, 2022)

Data-Centric Machine Learning in the Legal Domain. - Hannes Westermann; Jaromír Savelka; Vern R. Walker; Kevin D. Ashley; Karim Benyekhlef (CoRR, 2022)

Toward Implementation Science: A Case Study Using LA-MPS to Research Argument Elements at Scale. - Vern R. Walker; Stephen R. Strong (ASAIL@ICAIL, 2023)