2 papers
cs.AI2026
A collective capability boundary in frontier large language models on guideline-conformant and case-specific oncology decision-making
Zhang Sheng, Jinming Li, Wangyang Chen +2
Large language models (LLMs) achieve high scores on medical knowledge examinations, yet real-world oncology is not a knowledge test--it is a sequence of guideline-pathway choices,…
cs.CL2026
DLLM Agent: See Farther, Run Faster
Huiling Zhen, Weizhe Lin, Renxi Liu +15
Diffusion large language models (DLLMs) have emerged as an alternative to autoregressive (AR) decoding with appealing efficiency and modeling properties, yet their implications for…