Diana Mincu

4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (40)

Conferences

EMNLP (1) ICLR (1) JMLR (1) NIPS (1)

Top co-authors

Alan Karthikesalingam (2) Alexander D'Amour (2) Vivek Natarajan (2) Jessica Schrouff (2) Christina Chen (2) Subhrajit Roy (2) Christopher Nielson (1) Farhad Hormozdiari (1) Han Zhou (1) Andrea Montanari (1)

Keywords

domain generalization (2) distribution shift (2) model deployment (1) reference-free evaluation (1) inter-annotator agreement (1) legal reasoning (1) machine learning theory (1) fairness transfer (1) causal inference (1) legal data point (1) conditional independence (1)

Papers

LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation EMNLP 2025

Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering ICLR 2024

Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NIPS 2022

Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022