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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…
cs.CL2026
SPASM: Stable Persona-driven Agent Simulation for Multi-turn Dialogue Generation
Han Luo, Guy Laban
Large language models are increasingly deployed in multi-turn settings such as tutoring, support, and counseling, where reliability depends on preserving consistent roles, personas…