Research outputs
2024
Unravelling the ECHR: Components of Legal Case Analysis
Mumford, J., Atkinson, K., & Bench-Capon, T. (2024). Unravelling the ECHR: Components of Legal Case Analysis. IOS Press. doi:10.3233/faia241238
Applying Argument Schemes for Simulating Online Review Platforms
Mumford, J., Sarkadi, S., Atkinson, K., & Bench-Capon, T. (2024). Applying Argument Schemes for Simulating Online Review Platforms. IOS Press. doi:10.3233/faia240319
Annotated insights into legal reasoning: A dataset of Article 6 ECHR cases
Mumford, J., Atkinson, K., & Bench-Capon, T. (2024). Annotated insights into legal reasoning: A dataset of Article 6 ECHR cases. Argument & Computation, 15(2), 113-119. doi:10.3233/aac-240002
2023
Human Performance on the AI Legal Case Verdict Classification Task
Mumford, J., Atkinson, K., & Bench-Capon, T. (2023). Human Performance on the AI Legal Case Verdict Classification Task. IOS Press. doi:10.3233/faia230988
Combining a Legal Knowledge Model with Machine Learning for Reasoning with Legal Cases
Mumford, J., Atkinson, K., & Bench-Capon, T. (2023). Combining a Legal Knowledge Model with Machine Learning for Reasoning with Legal Cases. In Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law (pp. 167-176). ACM. doi:10.1145/3594536.3595158
2022
Reasoning with Legal Cases: A Hybrid ADF-ML Approach
Mumford, J., Atkinson, K., & Bench-Capon, T. (2022). Reasoning with Legal Cases: A Hybrid ADF-ML Approach. IOS Press. doi:10.3233/faia220452
On the Complexity of Determining Defeat Relations Consistent with Abstract Argumentation Semantics
Mumford, J., Sassoon, I., Black, E., & Parsons, S. (2022). On the Complexity of Determining Defeat Relations Consistent with Abstract Argumentation Semantics. IOS Press. doi:10.3233/faia220158
2021
Explaining Factor Ascription
Mumford, J., Atkinson, K., & Bench-Capon, T. (2021). Explaining Factor Ascription. IOS Press. doi:10.3233/faia210335
Machine learning and legal argument
Mumford, J., Atkinson, K., & Bench-Capon, T. (2021). Machine learning and legal argument. In Ceur Workshop Proceedings Vol. 2937 (pp. 47-56).
Representing and Extracting Support via Complement-based Argumentation Frameworks
Mumford, J., Atkinson, K., & Bench-Capon, T. (2021). Representing and Extracting Support via Complement-based Argumentation Frameworks. In Ceur Workshop Proceedings Vol. 3205 (pp. 29-38).