2 papers
cs.AI2026
Decision language models as affordable and rapid alternatives to LLM judges of clinical generative AI
Rotem Gershon, Seffi Cohen, Dean Ariel +11
Automated judges of clinical artificial intelligence (AI) outputs are necessary, but large language model (LLM) judges are costly and slow at scale. We compared Jev, a decision lan…
cs.CL2026
Generating Clinical Vignettes that Preserve Cognitive Formulations
Amit Oren, Nimrod Hertz-Palmor, Dean Ariel +1
Large language models can generate fluent clinical case vignettes, but fluency alone does not ensure fidelity to a specifiable clinical structure. We introduce FORMA, a theory-grou…