🩺 Medical LLM

🧠 NeurIPS2026 · 1 paper notes

📌 Same area in other venues: 📷 CVPR2026 (1) · 🔬 ICLR2026 (20) · 💬 ACL2026 (47) · 🧪 ICML2026 (4) · 🤖 AAAI2026 (12) · 🧠 NeurIPS2025 (17)

MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models

MedKIT converts 6,196 timestamped oncology evidence updates into fact-centered, multi-task probes and compares 12 knowledge integration methods across 5 models, showing that recalling an updated fact usually does not imply using it in open-ended reasoning or generation.