3 papers
cs.CL2026
JudgmentBench: Comparing Rubric and Preference Evaluation for Quality Assessment
Russell Yang, Ruishi Chen, Pierce Kelaita +6
Two methodologies dominate current practices of benchmarking: rubric-based scoring evaluates items against predefined criteria, whereas comparative judgment elicits pairwise prefer…
cs.CY2025
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law
Manuj Kant, Sareh Nabi, Manav Kant +3
Legal services rely heavily on text processing. While large language models (LLMs) show promise, their application in legal contexts demands higher accuracy, repeatability, and tra…
cs.AI2024
Equitable Access to Justice: Logical LLMs Show Promise
Manuj Kant, Manav Kant, Marzieh Nabi +2
The costs and complexity of the American judicial system limit access to legal solutions for many Americans. Large language models (LLMs) hold great potential to improve access to…