Dr Eleanor Whitfield

Senior Research Scientist, Legal AI Benchmarking

Outcome prediction benchmarks for civil and consumer disputes

Dr Eleanor Whitfield reports on prediction challenges, benchmark design and empirical validation in legal AI. Her work links Cambridge research methods with operational testing against real-world dispute data.

Publications by Dr Eleanor Whitfield

Designing Robust Legal Outcome Prediction Benchmarks

Prediction Challenges This article details the replicable protocol for constructing legal outcome prediction benchmarks, covering data...

May 14, '26 · 📖 9 min

Evaluation Metrics for Legal Reasoning Engines

Research Methodology Detailed protocols for constructing datasets, selecting metrics, and validating outcomes in automated legal reasoning...

Apr 27, '26 · 📖 11 min