7 citations · 9 across the 7 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CL2025
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning
Claire Barale, Michael Rovatsos, Nehal Bhuta
Legal decisions are increasingly evaluated for fairness, consistency, and bias using machine learning (ML) techniques. In high-stakes domains like refugee adjudication, such method…
cs.CL2025
LexTime: A Benchmark for Temporal Ordering of Legal Events
Claire Barale, Leslie Barrett, Vikram Sunil Bajaj +1
Understanding temporal relationships and accurately reconstructing the event timeline is important for case law analysis, compliance monitoring, and legal summarization. However, e…