Natalie Mackraz

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner 📈 Trend Setter

Conferences

ICML (2) CORL (1) EMNLP (1) ICLR (1)

Top co-authors

Barry-John Theobald (4) Katherine Metcalf (3) Luca Zappella (2) Nicholas Apostoloff (2) Nivedha Sivakumar (2) Miguel Sarabia (1) Yinong Oliver Wang (1) Walter Talbott (1) Adam Golinski (1) Max Schwarzer (1)

Keywords

sample efficiency (1) few-shot learning (1) self-supervised learning (1) reward function (1) preference-based reinforcement learning (1) debiasing strategy (1) large language model (1) bias transfer (1) prompt adaptation (1) dynamics encoding (1)

Papers

Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025

Aligning LLMs by Predicting Preferences from User Writing Samples ICML 2025

Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs ICML 2025

Large Language Models as Generalizable Policies for Embodied Tasks ICLR 2024

Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards CORL 2023