3 papers
cs.CL2026
Validating Political Position Predictions of Arguments
Jordan Robinson, Angus R. Williams, Katie Atkinson +1
Real-world knowledge representation often requires capturing subjective, continuous attributes -- such as political positions -- that conflict with pairwise validation, the widely…
cs.CL2025
LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation
Joseph Enguehard, Morgane Van Ermengem, Kate Atkinson +8
Evaluating large language model (LLM) outputs in the legal domain presents unique challenges due to the complex and nuanced nature of legal analysis. Current evaluation approaches…
cs.CL2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
T. Y. S. S Santosh, Kevin D. Ashley, Katie Atkinson +1
Modeling legal reasoning and argumentation justifying decisions in cases has always been central to AI & Law, yet contemporary developments in legal NLP have increasingly focused o…