Diana Mincu

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

EMNLP (1) ICLR (1) JMLR (1) NeurIPS (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)

Research topics

Machine Learning (3) Natural Language Processing (2) Application Areas (2) Resources & Methods (2) Artificial Intelligence (1) Applications (1) Core AI (1) Core Methods (1) Optimization & Theory (1)

Keywords

distribution shift (2) domain generalization (2) in-context learning (1) prompt engineering (1) conditional independence (1) model deployment (1) reference-free evaluation (1) inter-annotator agreement (1) legal reasoning (1) large language model (1) machine learning theory (1) fairness transfer (1) causal inference (1) legal data point (1) zero-shot learning (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 NeurIPS 2022 Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022