Katherine A Heller

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (26) ❓ The Questioner

Conferences

ICLR (2) ACL (1) ICML (1)

Top co-authors

Todd Snider (1) Borhane Blili-Hamelin (1) Mariame Tighanimine (1) Aïmérou Ndiaye (1) Fabricio Murai (1) Subhrajit Roy (1) Cristina Nader Vasconcelos (1) Han Zhou (1) Margaret Mitchell (1) Ibtihel Amara (1)

Keywords

benchmark evaluation (1) benchmark dataset (1) bias analysis (1) medical question answering (1) clinical nlp (1) large language model (1) specialty classification (1)

Papers

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025

What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models ICLR 2025

Position: Stop treating ‘AGI’ as the north-star goal of AI research ICML 2025

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