Publications
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. 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).